Observed in this example
38 supporting histories, 10 shared products, and the paired five-star dates shown above. The method has all 610 generated records available; 100 histories were selected for the search.
A WORKED INVESTIGATION
What does repeated overlap look like?
Start with one reviewer’s history. Follow nearby five-star reviews of the same products. Use the connections you find to choose whose history to examine next.
ONE REVIEWER, FOLLOWED THROUGH THE RECORDS
38 reviewers connect back to
Emery Palmer.
We examined other reviewers’ histories and found five-star reviews of the same products, posted close in time to this reviewer’s own five-star reviews. The pattern appears across 10 shared products in this generated case.
10products with supporting overlap
0–28 daysbetween the paired five-star reviews
The search examined 100 reviewer histories and found 163 reviewers through their neighborhoods. The records below explain this reviewer’s result. Names and product descriptions are fictional labels for the generated records.
Start with this reviewer’s history 11 generated reviews across 10 products
These are all of this reviewer’s records in the generated panel. The 10 products with supporting overlap are a subset of this 10-product history.
| Product | Review date | Rating | Verified purchase |
|---|---|---|---|
| Metal bookends | 2019-01-20 | 5 stars | Marked |
| Bamboo drawer divider | 2019-03-02 | 5 stars | Marked |
| Stainless tea infuser | 2019-03-07 | 5 stars | Marked |
| Fabric pencil case | 2019-03-09 | 5 stars | Marked |
| Clip-on reading light | 2019-03-20 | 5 stars | Marked |
| Adjustable desk lamp | 2019-04-10 | 5 stars | Marked |
| Adjustable desk lamp | 2019-04-18 | 5 stars | Marked |
| Cotton oven mitts | 2019-04-19 | 5 stars | Marked |
| Silicone spatula set | 2019-05-09 | 5 stars | Marked |
| Felt desk organizer | 2019-06-09 | 5 stars | Marked |
| Compact phone stand | 2019-06-11 | 5 stars | Marked |
HOW THE SEARCH GETS HERE
Each discovery helps choose the next reviewer.
The search follows the connections it uncovers. A reviewer who keeps appearing around histories already examined becomes a stronger lead for the next step. This is an adaptive search: the evidence found so far guides where to look next.
Examine one history
This run starts with Riley Bennett, chosen at random from reviewers with five-star activity. Examining a history means looking through that reviewer’s available review records: products, dates, and ratings.
Find nearby reviewers
For each five-star review, look for other people who gave the same product five stars within 28 days before or after. Together, those reviewers form the history’s neighborhood, or ego.
Update the counts
Each eligible history adds +1 corroboration to every other reviewer in its neighborhood. Several matching products with that same history still add only one. Appearing around another examined history adds another.
Follow the next lead
Among reviewers not yet examined, choose the highest current count within the search cap of 10. Examine that history, find its neighbors, and update the counts again. This run repeats until 100 histories have been examined.
Why examine that person next? Their repeated appearances provide an evidence-based lead. Their history can reveal further connections and add support to reviewers already found.
A simple choice example, and how the cap works
For illustration, suppose two reviewers have not yet been examined: one appears in three neighborhoods found so far and the other in one. With this cap of 10, the search chooses the reviewer with three corroborations first, unless another candidate has a higher count within the cap.
The cap controls which lead to follow: reviewers with a current count above 10 are set aside for this choice. Their evidence still counts, and their reported corroboration can keep growing beyond 10. If no unexamined candidate has a positive count within the cap, the search chooses at random from all remaining unexamined histories, including those above the cap. Ties between candidates are resolved by the order they first appeared in the evidence.
“Stronger lead” means more corroborations under this selection rule. It is not a probability of coordination or fraud. The count used to choose a reviewer is the count at that step; the final count shown in a result may be higher. A history needs at least two five-star reviews to contribute an eligible ego. This is checked after examining it, so a history without an eligible ego still uses one step of the budget.
FOLLOW THE EVIDENCE
Same products. Nearby five-star reviews.
Open a product to compare the dates and records. A pair qualifies when both reviews give five stars and their dates are no more than 28 days apart, including exactly 28 days.
SHARED PRODUCTAdjustable desk lamp19 supporting histories1–28 days apartView all paired recordsOne example pair · both reviews give five starsEmery Palmerthis reviewer1 day apartRowan Hayeshistory examined
Emery Palmer gave five stars on 2019-04-10, 2019-04-18. Each row below pairs one of those reviews with another reviewer’s five-star review of this product. We examined each of those reviewers’ histories during the search.
| Reviewer whose history we examined | Their review date | Emery Palmer’s date | Emery Palmer’s timing | Verified purchase marks |
|---|---|---|---|---|
| Jordan Brooks | 2019-03-145 stars | 2019-04-105 stars | 27 days after | Jordan Brooks: markedEmery Palmer: marked |
| Jamie Bennett | 2019-03-175 stars | 2019-04-105 stars | 24 days after | Jamie Bennett: markedEmery Palmer: marked |
| Quinn Bennett | 2019-03-275 stars | 2019-04-105 stars | 14 days after | Quinn Bennett: markedEmery Palmer: marked |
| Cameron Reed | 2019-03-305 stars | 2019-04-105 stars | 11 days after | Cameron Reed: markedEmery Palmer: marked |
| Elliot Palmer | 2019-04-015 stars | 2019-04-105 stars | 9 days after | Elliot Palmer: markedEmery Palmer: marked |
| Riley Ellis | 2019-04-025 stars | 2019-04-105 stars | 8 days after | Riley Ellis: markedEmery Palmer: marked |
| Reese Shaw | 2019-04-045 stars | 2019-04-105 stars | 6 days after | Reese Shaw: markedEmery Palmer: marked |
| Sage Shaw | 2019-04-065 stars | 2019-04-105 stars | 4 days after | Sage Shaw: markedEmery Palmer: marked |
| Parker Palmer | 2019-04-075 stars | 2019-04-105 stars | 3 days after | Parker Palmer: markedEmery Palmer: marked |
| Rowan Hayes | 2019-04-115 stars | 2019-04-105 stars | 1 day before | Rowan Hayes: markedEmery Palmer: marked |
| Avery Reed | 2019-04-115 stars | 2019-04-105 stars | 1 day before | Avery Reed: markedEmery Palmer: marked |
| Harper Foster | 2019-04-155 stars | 2019-04-105 stars | 5 days before | Harper Foster: markedEmery Palmer: marked |
| Parker Palmer | 2019-04-175 stars | 2019-04-105 stars | 7 days before | Parker Palmer: markedEmery Palmer: marked |
| Cameron Carter | 2019-04-255 stars | 2019-04-105 stars | 15 days before | Cameron Carter: markedEmery Palmer: marked |
| Lee Foster | 2019-04-295 stars | 2019-04-105 stars | 19 days before | Lee Foster: markedEmery Palmer: marked |
| Avery Brooks | 2019-05-035 stars | 2019-04-105 stars | 23 days before | Avery Brooks: markedEmery Palmer: marked |
| Quinn Bennett | 2019-03-275 stars | 2019-04-185 stars | 22 days after | Quinn Bennett: markedEmery Palmer: marked |
| Cameron Reed | 2019-03-305 stars | 2019-04-185 stars | 19 days after | Cameron Reed: markedEmery Palmer: marked |
| Elliot Palmer | 2019-04-015 stars | 2019-04-185 stars | 17 days after | Elliot Palmer: markedEmery Palmer: marked |
| Riley Ellis | 2019-04-025 stars | 2019-04-185 stars | 16 days after | Riley Ellis: markedEmery Palmer: marked |
| Reese Shaw | 2019-04-045 stars | 2019-04-185 stars | 14 days after | Reese Shaw: markedEmery Palmer: marked |
| Sage Shaw | 2019-04-065 stars | 2019-04-185 stars | 12 days after | Sage Shaw: markedEmery Palmer: marked |
| Parker Palmer | 2019-04-075 stars | 2019-04-185 stars | 11 days after | Parker Palmer: markedEmery Palmer: marked |
| Rowan Hayes | 2019-04-115 stars | 2019-04-185 stars | 7 days after | Rowan Hayes: markedEmery Palmer: marked |
| Avery Reed | 2019-04-115 stars | 2019-04-185 stars | 7 days after | Avery Reed: markedEmery Palmer: marked |
| Harper Foster | 2019-04-155 stars | 2019-04-185 stars | 3 days after | Harper Foster: markedEmery Palmer: marked |
| Parker Palmer | 2019-04-175 stars | 2019-04-185 stars | 1 day after | Parker Palmer: markedEmery Palmer: marked |
| Cameron Carter | 2019-04-255 stars | 2019-04-185 stars | 7 days before | Cameron Carter: markedEmery Palmer: marked |
| Lee Foster | 2019-04-295 stars | 2019-04-185 stars | 11 days before | Lee Foster: markedEmery Palmer: marked |
| Avery Brooks | 2019-05-035 stars | 2019-04-185 stars | 15 days before | Avery Brooks: markedEmery Palmer: marked |
| Casey Shaw | 2019-05-135 stars | 2019-04-185 stars | 25 days before | Casey Shaw: markedEmery Palmer: marked |
| Avery Bennett | 2019-05-155 stars | 2019-04-185 stars | 27 days before | Avery Bennett: markedEmery Palmer: marked |
| Casey Reed | 2019-05-155 stars | 2019-04-185 stars | 27 days before | Casey Reed: markedEmery Palmer: marked |
| Riley Reed | 2019-05-165 stars | 2019-04-185 stars | 28 days before | Riley Reed: markedEmery Palmer: marked |
“Before” and “after” describe Emery Palmer’s review relative to the paired reviewer’s review. Purchase marks are generated fields, as are the dates and identifiers.
SHARED PRODUCTCompact phone stand10 supporting histories1–11 days apartView all paired recordsOne example pair · both reviews give five starsEmery Palmerthis reviewer11 days apartJamie Bennetthistory examined
Emery Palmer gave five stars on 2019-06-11. Each row below pairs one of those reviews with another reviewer’s five-star review of this product. We examined each of those reviewers’ histories during the search.
| Reviewer whose history we examined | Their review date | Emery Palmer’s date | Emery Palmer’s timing | Verified purchase marks |
|---|---|---|---|---|
| Casey Shaw | 2019-06-055 stars | 2019-06-115 stars | 6 days after | Casey Shaw: markedEmery Palmer: marked |
| Quinn Reed | 2019-06-065 stars | 2019-06-115 stars | 5 days after | Quinn Reed: markedEmery Palmer: marked |
| Jordan Shaw | 2019-06-065 stars | 2019-06-115 stars | 5 days after | Jordan Shaw: markedEmery Palmer: marked |
| Jamie Palmer | 2019-06-085 stars | 2019-06-115 stars | 3 days after | Jamie Palmer: markedEmery Palmer: marked |
| Kendall Palmer | 2019-06-105 stars | 2019-06-115 stars | 1 day after | Kendall Palmer: markedEmery Palmer: marked |
| Lee Palmer | 2019-06-125 stars | 2019-06-115 stars | 1 day before | Lee Palmer: markedEmery Palmer: marked |
| Dana Reed | 2019-06-125 stars | 2019-06-115 stars | 1 day before | Dana Reed: markedEmery Palmer: marked |
| Morgan Shaw | 2019-06-155 stars | 2019-06-115 stars | 4 days before | Morgan Shaw: markedEmery Palmer: marked |
| Kendall Brooks | 2019-06-155 stars | 2019-06-115 stars | 4 days before | Kendall Brooks: markedEmery Palmer: marked |
| Jamie Bennett | 2019-06-225 stars | 2019-06-115 stars | 11 days before | Jamie Bennett: markedEmery Palmer: marked |
“Before” and “after” describe Emery Palmer’s review relative to the paired reviewer’s review. Purchase marks are generated fields, as are the dates and identifiers.
SHARED PRODUCTFelt desk organizer7 supporting histories4–16 days apartView all paired recordsOne example pair · both reviews give five starsElliot Palmerhistory examined9 days apartEmery Palmerthis reviewer
Emery Palmer gave five stars on 2019-06-09. Each row below pairs one of those reviews with another reviewer’s five-star review of this product. We examined each of those reviewers’ histories during the search.
| Reviewer whose history we examined | Their review date | Emery Palmer’s date | Emery Palmer’s timing | Verified purchase marks |
|---|---|---|---|---|
| Kendall Reed | 2019-05-245 stars | 2019-06-095 stars | 16 days after | Kendall Reed: markedEmery Palmer: marked |
| Elliot Palmer | 2019-05-315 stars | 2019-06-095 stars | 9 days after | Elliot Palmer: markedEmery Palmer: marked |
| Sage Reed | 2019-05-315 stars | 2019-06-095 stars | 9 days after | Sage Reed: markedEmery Palmer: marked |
| Riley Shaw | 2019-05-315 stars | 2019-06-095 stars | 9 days after | Riley Shaw: markedEmery Palmer: marked |
| Riley Reed | 2019-06-015 stars | 2019-06-095 stars | 8 days after | Riley Reed: markedEmery Palmer: marked |
| Casey Reed | 2019-06-135 stars | 2019-06-095 stars | 4 days before | Casey Reed: markedEmery Palmer: marked |
| Jamie Palmer | 2019-06-145 stars | 2019-06-095 stars | 5 days before | Jamie Palmer: markedEmery Palmer: marked |
“Before” and “after” describe Emery Palmer’s review relative to the paired reviewer’s review. Purchase marks are generated fields, as are the dates and identifiers.
SHARED PRODUCTMetal bookends7 supporting histories1–12 days apartView all paired recordsOne example pair · both reviews give five starsEmery Palmerthis reviewer12 days apartCameron Reedhistory examined
Emery Palmer gave five stars on 2019-01-20. Each row below pairs one of those reviews with another reviewer’s five-star review of this product. We examined each of those reviewers’ histories during the search.
| Reviewer whose history we examined | Their review date | Emery Palmer’s date | Emery Palmer’s timing | Verified purchase marks |
|---|---|---|---|---|
| Parker Palmer | 2019-01-145 stars | 2019-01-205 stars | 6 days after | Parker Palmer: markedEmery Palmer: marked |
| Elliot Palmer | 2019-01-195 stars | 2019-01-205 stars | 1 day after | Elliot Palmer: markedEmery Palmer: marked |
| Jamie Shaw | 2019-01-245 stars | 2019-01-205 stars | 4 days before | Jamie Shaw: markedEmery Palmer: marked |
| Jamie Palmer | 2019-01-255 stars | 2019-01-205 stars | 5 days before | Jamie Palmer: markedEmery Palmer: marked |
| Jordan Reed | 2019-01-285 stars | 2019-01-205 stars | 8 days before | Jordan Reed: markedEmery Palmer: marked |
| Jesse Palmer | 2019-01-315 stars | 2019-01-205 stars | 11 days before | Jesse Palmer: markedEmery Palmer: marked |
| Cameron Reed | 2019-02-015 stars | 2019-01-205 stars | 12 days before | Cameron Reed: markedEmery Palmer: marked |
“Before” and “after” describe Emery Palmer’s review relative to the paired reviewer’s review. Purchase marks are generated fields, as are the dates and identifiers.
SHARED PRODUCTBamboo drawer divider7 supporting histories1–14 days apartView all paired recordsOne example pair · both reviews give five starsElliot Palmerhistory examined14 days apartEmery Palmerthis reviewer
Emery Palmer gave five stars on 2019-03-02. Each row below pairs one of those reviews with another reviewer’s five-star review of this product. We examined each of those reviewers’ histories during the search.
| Reviewer whose history we examined | Their review date | Emery Palmer’s date | Emery Palmer’s timing | Verified purchase marks |
|---|---|---|---|---|
| Elliot Palmer | 2019-02-165 stars | 2019-03-025 stars | 14 days after | Elliot Palmer: markedEmery Palmer: marked |
| Harper Shaw | 2019-02-165 stars | 2019-03-025 stars | 14 days after | Harper Shaw: markedEmery Palmer: marked |
| Jamie Palmer | 2019-02-175 stars | 2019-03-025 stars | 13 days after | Jamie Palmer: markedEmery Palmer: marked |
| Casey Reed | 2019-02-215 stars | 2019-03-025 stars | 9 days after | Casey Reed: markedEmery Palmer: marked |
| Jordan Reed | 2019-02-275 stars | 2019-03-025 stars | 3 days after | Jordan Reed: markedEmery Palmer: marked |
| Casey Shaw | 2019-02-275 stars | 2019-03-025 stars | 3 days after | Casey Shaw: markedEmery Palmer: marked |
| Lee Palmer | 2019-03-035 stars | 2019-03-025 stars | 1 day before | Lee Palmer: markedEmery Palmer: marked |
“Before” and “after” describe Emery Palmer’s review relative to the paired reviewer’s review. Purchase marks are generated fields, as are the dates and identifiers.
SHARED PRODUCTFabric pencil case9 supporting histories0–13 days apartView all paired recordsOne example pair · both reviews give five starsElliot Palmerhistory examined7 days apartEmery Palmerthis reviewer
Emery Palmer gave five stars on 2019-03-09. Each row below pairs one of those reviews with another reviewer’s five-star review of this product. We examined each of those reviewers’ histories during the search.
| Reviewer whose history we examined | Their review date | Emery Palmer’s date | Emery Palmer’s timing | Verified purchase marks |
|---|---|---|---|---|
| Reese Shaw | 2019-02-245 stars | 2019-03-095 stars | 13 days after | Reese Shaw: markedEmery Palmer: marked |
| Riley Shaw | 2019-02-265 stars | 2019-03-095 stars | 11 days after | Riley Shaw: markedEmery Palmer: marked |
| Kendall Palmer | 2019-02-275 stars | 2019-03-095 stars | 10 days after | Kendall Palmer: markedEmery Palmer: marked |
| Sage Shaw | 2019-02-275 stars | 2019-03-095 stars | 10 days after | Sage Shaw: not markedEmery Palmer: marked |
| Elliot Palmer | 2019-03-025 stars | 2019-03-095 stars | 7 days after | Elliot Palmer: not markedEmery Palmer: marked |
| Jesse Palmer | 2019-03-045 stars | 2019-03-095 stars | 5 days after | Jesse Palmer: markedEmery Palmer: marked |
| Taylor Palmer | 2019-03-065 stars | 2019-03-095 stars | 3 days after | Taylor Palmer: markedEmery Palmer: marked |
| Jordan Shaw | 2019-03-095 stars | 2019-03-095 stars | Same day | Jordan Shaw: markedEmery Palmer: marked |
| Jamie Palmer | 2019-03-105 stars | 2019-03-095 stars | 1 day before | Jamie Palmer: markedEmery Palmer: marked |
“Before” and “after” describe Emery Palmer’s review relative to the paired reviewer’s review. Purchase marks are generated fields, as are the dates and identifiers.
SHARED PRODUCTSilicone spatula set3 supporting histories1–5 days apartView all paired recordsOne example pair · both reviews give five starsEmery Palmerthis reviewer2 days apartParker Palmerhistory examined
Emery Palmer gave five stars on 2019-05-09. Each row below pairs one of those reviews with another reviewer’s five-star review of this product. We examined each of those reviewers’ histories during the search.
| Reviewer whose history we examined | Their review date | Emery Palmer’s date | Emery Palmer’s timing | Verified purchase marks |
|---|---|---|---|---|
| Casey Shaw | 2019-05-105 stars | 2019-05-095 stars | 1 day before | Casey Shaw: markedEmery Palmer: marked |
| Parker Palmer | 2019-05-115 stars | 2019-05-095 stars | 2 days before | Parker Palmer: markedEmery Palmer: marked |
| Morgan Shaw | 2019-05-145 stars | 2019-05-095 stars | 5 days before | Morgan Shaw: markedEmery Palmer: marked |
“Before” and “after” describe Emery Palmer’s review relative to the paired reviewer’s review. Purchase marks are generated fields, as are the dates and identifiers.
SHARED PRODUCTClip-on reading light4 supporting histories2–21 days apartView all paired recordsOne example pair · both reviews give five starsElliot Palmerhistory examined21 days apartEmery Palmerthis reviewer
Emery Palmer gave five stars on 2019-03-20. Each row below pairs one of those reviews with another reviewer’s five-star review of this product. We examined each of those reviewers’ histories during the search.
| Reviewer whose history we examined | Their review date | Emery Palmer’s date | Emery Palmer’s timing | Verified purchase marks |
|---|---|---|---|---|
| Elliot Palmer | 2019-02-275 stars | 2019-03-205 stars | 21 days after | Elliot Palmer: markedEmery Palmer: marked |
| Kendall Reed | 2019-03-145 stars | 2019-03-205 stars | 6 days after | Kendall Reed: markedEmery Palmer: marked |
| Jordan Reed | 2019-03-175 stars | 2019-03-205 stars | 3 days after | Jordan Reed: markedEmery Palmer: marked |
| Jamie Palmer | 2019-03-225 stars | 2019-03-205 stars | 2 days before | Jamie Palmer: markedEmery Palmer: marked |
“Before” and “after” describe Emery Palmer’s review relative to the paired reviewer’s review. Purchase marks are generated fields, as are the dates and identifiers.
SHARED PRODUCTStainless tea infuser11 supporting histories1–18 days apartView all paired recordsOne example pair · both reviews give five starsElliot Palmerhistory examined1 day apartEmery Palmerthis reviewer
Emery Palmer gave five stars on 2019-03-07. Each row below pairs one of those reviews with another reviewer’s five-star review of this product. We examined each of those reviewers’ histories during the search.
| Reviewer whose history we examined | Their review date | Emery Palmer’s date | Emery Palmer’s timing | Verified purchase marks |
|---|---|---|---|---|
| Sage Shaw | 2019-02-175 stars | 2019-03-075 stars | 18 days after | Sage Shaw: markedEmery Palmer: marked |
| Jamie Shaw | 2019-02-205 stars | 2019-03-075 stars | 15 days after | Jamie Shaw: markedEmery Palmer: marked |
| Lee Palmer | 2019-02-235 stars | 2019-03-075 stars | 12 days after | Lee Palmer: markedEmery Palmer: marked |
| Cameron Shaw | 2019-02-245 stars | 2019-03-075 stars | 11 days after | Cameron Shaw: markedEmery Palmer: marked |
| Sage Reed | 2019-02-255 stars | 2019-03-075 stars | 10 days after | Sage Reed: markedEmery Palmer: marked |
| Kendall Palmer | 2019-02-265 stars | 2019-03-075 stars | 9 days after | Kendall Palmer: markedEmery Palmer: marked |
| Casey Reed | 2019-02-285 stars | 2019-03-075 stars | 7 days after | Casey Reed: markedEmery Palmer: marked |
| Quinn Reed | 2019-03-015 stars | 2019-03-075 stars | 6 days after | Quinn Reed: markedEmery Palmer: marked |
| Jamie Palmer | 2019-03-035 stars | 2019-03-075 stars | 4 days after | Jamie Palmer: markedEmery Palmer: marked |
| Rowan Reed | 2019-03-035 stars | 2019-03-075 stars | 4 days after | Rowan Reed: markedEmery Palmer: marked |
| Elliot Palmer | 2019-03-065 stars | 2019-03-075 stars | 1 day after | Elliot Palmer: markedEmery Palmer: marked |
“Before” and “after” describe Emery Palmer’s review relative to the paired reviewer’s review. Purchase marks are generated fields, as are the dates and identifiers.
SHARED PRODUCTCotton oven mitts7 supporting histories0–9 days apartView all paired recordsOne example pair · both reviews give five starsCameron Reedhistory examined9 days apartEmery Palmerthis reviewer
Emery Palmer gave five stars on 2019-04-19. Each row below pairs one of those reviews with another reviewer’s five-star review of this product. We examined each of those reviewers’ histories during the search.
| Reviewer whose history we examined | Their review date | Emery Palmer’s date | Emery Palmer’s timing | Verified purchase marks |
|---|---|---|---|---|
| Cameron Reed | 2019-04-105 stars | 2019-04-195 stars | 9 days after | Cameron Reed: markedEmery Palmer: marked |
| Jamie Palmer | 2019-04-125 stars | 2019-04-195 stars | 7 days after | Jamie Palmer: markedEmery Palmer: marked |
| Lee Palmer | 2019-04-195 stars | 2019-04-195 stars | Same day | Lee Palmer: markedEmery Palmer: marked |
| Kendall Shaw | 2019-04-205 stars | 2019-04-195 stars | 1 day before | Kendall Shaw: markedEmery Palmer: marked |
| Rowan Reed | 2019-04-225 stars | 2019-04-195 stars | 3 days before | Rowan Reed: markedEmery Palmer: marked |
| Sage Shaw | 2019-04-235 stars | 2019-04-195 stars | 4 days before | Sage Shaw: markedEmery Palmer: marked |
| Elliot Palmer | 2019-04-275 stars | 2019-04-195 stars | 8 days before | Elliot Palmer: markedEmery Palmer: marked |
“Before” and “after” describe Emery Palmer’s review relative to the paired reviewer’s review. Purchase marks are generated fields, as are the dates and identifiers.
The same reviewer’s history can support more than one product. Count each supporting history once across all products; adding the product totals can count a history twice.
Account for all 38 corroborations Every supporting history and its shared products
An ego is the neighborhood around one reviewer whose history we examined: other reviewers giving five stars to the same products within ±28 days. Each history below has at least two five-star reviews and contributes one ego to this reviewer’s count. The date pairs above show why.
| Reviewer whose history we examined | Five-star reviews in its history | Shared products | Count added |
|---|---|---|---|
| Rowan Hayes | 5 | Adjustable desk lamp | +1 ego |
| Riley Ellis | 2 | Adjustable desk lamp | +1 ego |
| Avery Reed | 3 | Adjustable desk lamp | +1 ego |
| Cameron Carter | 3 | Adjustable desk lamp | +1 ego |
| Jordan Brooks | 3 | Adjustable desk lamp | +1 ego |
| Jamie Bennett | 2 | Adjustable desk lamp, Compact phone stand | +1 ego |
| Cameron Reed | 4 | Adjustable desk lamp, Metal bookends, Cotton oven mitts | +1 ego |
| Elliot Palmer | 9 | Adjustable desk lamp, Felt desk organizer, Metal bookends, Bamboo drawer divider, Fabric pencil case, Clip-on reading light, Stainless tea infuser, Cotton oven mitts | +1 ego |
| Reese Shaw | 3 | Adjustable desk lamp, Fabric pencil case | +1 ego |
| Sage Shaw | 4 | Adjustable desk lamp, Fabric pencil case, Stainless tea infuser, Cotton oven mitts | +1 ego |
| Parker Palmer | 7 | Adjustable desk lamp, Metal bookends, Silicone spatula set | +1 ego |
| Quinn Bennett | 2 | Adjustable desk lamp | +1 ego |
| Harper Foster | 2 | Adjustable desk lamp | +1 ego |
| Avery Bennett | 4 | Adjustable desk lamp | +1 ego |
| Lee Foster | 2 | Adjustable desk lamp | +1 ego |
| Avery Brooks | 3 | Adjustable desk lamp | +1 ego |
| Casey Shaw | 4 | Adjustable desk lamp, Compact phone stand, Bamboo drawer divider, Silicone spatula set | +1 ego |
| Casey Reed | 5 | Adjustable desk lamp, Felt desk organizer, Bamboo drawer divider, Stainless tea infuser | +1 ego |
| Jamie Palmer | 9 | Compact phone stand, Felt desk organizer, Metal bookends, Bamboo drawer divider, Fabric pencil case, Clip-on reading light, Stainless tea infuser, Cotton oven mitts | +1 ego |
| Cameron Shaw | 4 | Stainless tea infuser | +1 ego |
| Lee Palmer | 5 | Compact phone stand, Bamboo drawer divider, Stainless tea infuser, Cotton oven mitts | +1 ego |
| Quinn Reed | 4 | Compact phone stand, Stainless tea infuser | +1 ego |
| Kendall Palmer | 4 | Compact phone stand, Fabric pencil case, Stainless tea infuser | +1 ego |
| Jordan Shaw | 3 | Compact phone stand, Fabric pencil case | +1 ego |
| Jamie Shaw | 2 | Metal bookends, Stainless tea infuser | +1 ego |
| Rowan Reed | 2 | Stainless tea infuser, Cotton oven mitts | +1 ego |
| Sage Reed | 3 | Felt desk organizer, Stainless tea infuser | +1 ego |
| Harper Shaw | 5 | Bamboo drawer divider | +1 ego |
| Taylor Palmer | 2 | Fabric pencil case | +1 ego |
| Jesse Palmer | 2 | Metal bookends, Fabric pencil case | +1 ego |
| Jordan Reed | 3 | Metal bookends, Bamboo drawer divider, Clip-on reading light | +1 ego |
| Riley Shaw | 2 | Felt desk organizer, Fabric pencil case | +1 ego |
| Riley Reed | 2 | Adjustable desk lamp, Felt desk organizer | +1 ego |
| Morgan Shaw | 2 | Compact phone stand, Silicone spatula set | +1 ego |
| Dana Reed | 2 | Compact phone stand | +1 ego |
| Kendall Brooks | 2 | Compact phone stand | +1 ego |
| Kendall Shaw | 2 | Cotton oven mitts | +1 ego |
| Kendall Reed | 3 | Felt desk organizer, Clip-on reading light | +1 ego |
| Distinct supporting histories | 38 | ||
READ THE RESULT WITH ITS LIMITS
What is observed, and what is missing?
No live source check
No marketplace page was captured. These fictional records come from Paper’s synthetic generator · seed 42. This example cannot show whether a real profile is truncated or a live product window is missing pages.
A pattern to investigate
The count records repeated overlap. It does not establish payment, coordination, or fraud. A live investigation needs source checks and an explicit record of inaccessible pages and incomplete coverage.
View the underlying identifiers Match the fictional names to the generated records
Names and product descriptions are display labels only. The method uses the original reviewer and product identifiers, which stay the same across settings. These labels do not identify real people or products.
| Fictional name | Generated ID |
|---|---|
| Alex Bennett | demo-0 |
| Avery Bennett | demo-1 |
| Jesse Bennett | demo-10 |
| Kendall Foster | demo-100 |
| Lee Foster | demo-101 |
| Morgan Foster | demo-102 |
| Parker Foster | demo-103 |
| Quinn Foster | demo-104 |
| Reese Foster | demo-105 |
| Riley Foster | demo-106 |
| Rowan Foster | demo-107 |
| Sage Foster | demo-108 |
| Taylor Foster | demo-109 |
| Jordan Bennett | demo-11 |
| Alex Hayes | demo-110 |
| Avery Hayes | demo-111 |
| Casey Hayes | demo-112 |
| Cameron Hayes | demo-113 |
| Dana Hayes | demo-114 |
| Drew Hayes | demo-115 |
| Elliot Hayes | demo-116 |
| Emery Hayes | demo-117 |
| Harper Hayes | demo-118 |
| Jamie Hayes | demo-119 |
| Kendall Bennett | demo-12 |
| Jesse Hayes | demo-120 |
| Jordan Hayes | demo-121 |
| Kendall Hayes | demo-122 |
| Lee Hayes | demo-123 |
| Morgan Hayes | demo-124 |
| Quinn Hayes | demo-126 |
| Reese Hayes | demo-127 |
| Riley Hayes | demo-128 |
| Rowan Hayes | demo-129 |
| Lee Bennett | demo-13 |
| Sage Hayes | demo-130 |
| Taylor Hayes | demo-131 |
| Alex Lane | demo-132 |
| Cameron Lane | demo-135 |
| Dana Lane | demo-136 |
| Drew Lane | demo-137 |
| Elliot Lane | demo-138 |
| Emery Lane | demo-139 |
| Morgan Bennett | demo-14 |
| Harper Lane | demo-140 |
| Jamie Lane | demo-141 |
| Jesse Lane | demo-142 |
| Jordan Lane | demo-143 |
| Kendall Lane | demo-144 |
| Lee Lane | demo-145 |
| Morgan Lane | demo-146 |
| Parker Lane | demo-147 |
| Quinn Lane | demo-148 |
| Reese Lane | demo-149 |
| Parker Bennett | demo-15 |
| Riley Lane | demo-150 |
| Rowan Lane | demo-151 |
| Sage Lane | demo-152 |
| Taylor Lane | demo-153 |
| Alex Palmer | demo-154 |
| Avery Palmer | demo-155 |
| Casey Palmer | demo-156 |
| Cameron Palmer | demo-157 |
| Dana Palmer | demo-158 |
| Drew Palmer | demo-159 |
| Quinn Bennett | demo-16 |
| Elliot Palmer | demo-160 |
| Emery Palmer | demo-161 |
| Harper Palmer | demo-162 |
| Jamie Palmer | demo-163 |
| Jesse Palmer | demo-164 |
| Jordan Palmer | demo-165 |
| Kendall Palmer | demo-166 |
| Lee Palmer | demo-167 |
| Morgan Palmer | demo-168 |
| Parker Palmer | demo-169 |
| Reese Bennett | demo-17 |
| Quinn Palmer | demo-170 |
| Reese Palmer | demo-171 |
| Riley Palmer | demo-172 |
| Rowan Palmer | demo-173 |
| Sage Palmer | demo-174 |
| Taylor Palmer | demo-175 |
| Alex Reed | demo-176 |
| Avery Reed | demo-177 |
| Casey Reed | demo-178 |
| Cameron Reed | demo-179 |
| Riley Bennett | demo-18 |
| Dana Reed | demo-180 |
| Drew Reed | demo-181 |
| Elliot Reed | demo-182 |
| Emery Reed | demo-183 |
| Harper Reed | demo-184 |
| Jamie Reed | demo-185 |
| Jesse Reed | demo-186 |
| Jordan Reed | demo-187 |
| Kendall Reed | demo-188 |
| Lee Reed | demo-189 |
| Rowan Bennett | demo-19 |
| Morgan Reed | demo-190 |
| Parker Reed | demo-191 |
| Quinn Reed | demo-192 |
| Reese Reed | demo-193 |
| Riley Reed | demo-194 |
| Rowan Reed | demo-195 |
| Sage Reed | demo-196 |
| Taylor Reed | demo-197 |
| Alex Shaw | demo-198 |
| Avery Shaw | demo-199 |
| Casey Bennett | demo-2 |
| Sage Bennett | demo-20 |
| Casey Shaw | demo-200 |
| Cameron Shaw | demo-201 |
| Dana Shaw | demo-202 |
| Drew Shaw | demo-203 |
| Elliot Shaw | demo-204 |
| Emery Shaw | demo-205 |
| Harper Shaw | demo-206 |
| Jamie Shaw | demo-207 |
| Jesse Shaw | demo-208 |
| Jordan Shaw | demo-209 |
| Taylor Bennett | demo-21 |
| Kendall Shaw | demo-210 |
| Lee Shaw | demo-211 |
| Morgan Shaw | demo-212 |
| Reese Shaw | demo-215 |
| Riley Shaw | demo-216 |
| Rowan Shaw | demo-217 |
| Sage Shaw | demo-218 |
| Taylor Shaw | demo-219 |
| Alex Brooks | demo-22 |
| Avery Brooks | demo-23 |
| Casey Brooks | demo-24 |
| Cameron Brooks | demo-25 |
| Dana Brooks | demo-26 |
| Drew Brooks | demo-27 |
| Elliot Brooks | demo-28 |
| Cameron Bennett | demo-3 |
| Harper Brooks | demo-30 |
| Jamie Brooks | demo-31 |
| Jesse Brooks | demo-32 |
| Jordan Brooks | demo-33 |
| Kendall Brooks | demo-34 |
| Lee Brooks | demo-35 |
| Morgan Brooks | demo-36 |
| Parker Brooks | demo-37 |
| Quinn Brooks | demo-38 |
| Reese Brooks | demo-39 |
| Riley Brooks | demo-40 |
| Rowan Brooks | demo-41 |
| Sage Brooks | demo-42 |
| Taylor Brooks | demo-43 |
| Alex Carter | demo-44 |
| Avery Carter | demo-45 |
| Casey Carter | demo-46 |
| Cameron Carter | demo-47 |
| Dana Carter | demo-48 |
| Drew Carter | demo-49 |
| Drew Bennett | demo-5 |
| Emery Carter | demo-51 |
| Harper Carter | demo-52 |
| Jamie Carter | demo-53 |
| Jordan Carter | demo-55 |
| Kendall Carter | demo-56 |
| Lee Carter | demo-57 |
| Morgan Carter | demo-58 |
| Parker Carter | demo-59 |
| Elliot Bennett | demo-6 |
| Reese Carter | demo-61 |
| Riley Carter | demo-62 |
| Rowan Carter | demo-63 |
| Sage Carter | demo-64 |
| Taylor Carter | demo-65 |
| Alex Ellis | demo-66 |
| Avery Ellis | demo-67 |
| Casey Ellis | demo-68 |
| Cameron Ellis | demo-69 |
| Emery Bennett | demo-7 |
| Dana Ellis | demo-70 |
| Drew Ellis | demo-71 |
| Elliot Ellis | demo-72 |
| Emery Ellis | demo-73 |
| Harper Ellis | demo-74 |
| Jamie Ellis | demo-75 |
| Jesse Ellis | demo-76 |
| Jordan Ellis | demo-77 |
| Lee Ellis | demo-79 |
| Harper Bennett | demo-8 |
| Morgan Ellis | demo-80 |
| Parker Ellis | demo-81 |
| Quinn Ellis | demo-82 |
| Reese Ellis | demo-83 |
| Riley Ellis | demo-84 |
| Rowan Ellis | demo-85 |
| Sage Ellis | demo-86 |
| Taylor Ellis | demo-87 |
| Alex Foster | demo-88 |
| Avery Foster | demo-89 |
| Jamie Bennett | demo-9 |
| Casey Foster | demo-90 |
| Cameron Foster | demo-91 |
| Dana Foster | demo-92 |
| Drew Foster | demo-93 |
| Elliot Foster | demo-94 |
| Emery Foster | demo-95 |
| Harper Foster | demo-96 |
| Jamie Foster | demo-97 |
| Jesse Foster | demo-98 |
| Jordan Foster | demo-99 |
| Fictional product | Generated ID |
|---|---|
| Adjustable desk lamp | P00000 |
| Insulated travel mug | P00001 |
| Canvas tote bag | P00002 |
| Bamboo cutting board | P00003 |
| Cotton throw blanket | P00004 |
| Glass storage jars | P00005 |
| Ceramic planter | P00006 |
| Compact phone stand | P00007 |
| Linen cushion cover | P00008 |
| Stainless mixing bowl | P00009 |
| Silicone baking mat | P00010 |
| Folding laptop stand | P00011 |
| Woven storage basket | P00012 |
| Reusable water bottle | P00014 |
| Cotton kitchen towels | P00015 |
| Ceramic coffee cup | P00016 |
| Felt desk organizer | P00017 |
| Metal bookends | P00021 |
| Bamboo drawer divider | P00023 |
| Glass flower vase | P00024 |
| Pocket notebook | P00025 |
| Fabric pencil case | P00026 |
| Silicone spatula set | P00027 |
| Clip-on reading light | P00030 |
| Stainless tea infuser | P00033 |
| Magnetic kitchen timer | P00035 |
| Portable picnic blanket | P00038 |
| Cushioned mouse pad | P00041 |
| Cotton oven mitts | P00042 |
| Ceramic spoon rest | P00049 |
FROM A RESULT TO A CONTRIBUTION
What would you share?
An investigation records what was observed and where it came from. See a small excerpt from this same example and how future reviewed contributions would work.
Change the search settings 100 histories · cap 10 · ±28 days
The budget limits histories examined. The cap guides which reviewer is examined next; it does not cap the count reported for that reviewer. The time window defines nearby activity.
Inspect the full result Counts, supporting egos, product bursts, and search history
Reviews in the example610Full generated panel; the search examines selected histories.
Histories examined100
Complete product windows75seed egos
Highest corroboration38distinct seed egos
COLLECTION PROGRESS
Each history adds context.
CORROBORATION LEDGER
Inspect the reasons.
A count records how many examined reviewers’ neighborhoods include this reviewer. Each distinct history adds at most one. The reported count uses eligible histories with complete product-window coverage. Expand a row to see the supporting reviewers, products, and weeks.
Emery Palmer10 products38 egos
Generated record ID: demo-161
38 distinct product-window-complete seed egos; 38 observed seed egos.
Observed count, including incomplete coverage: 38
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Rowan Hayes | Adjustable desk lamp | 97 |
| Rowan Hayes | Adjustable desk lamp | 104 |
| Riley Ellis | Adjustable desk lamp | 97 |
| Riley Ellis | Adjustable desk lamp | 104 |
| Avery Reed | Adjustable desk lamp | 97 |
| Avery Reed | Adjustable desk lamp | 104 |
| Cameron Carter | Adjustable desk lamp | 97 |
| Cameron Carter | Adjustable desk lamp | 104 |
| Jordan Brooks | Adjustable desk lamp | 97 |
| Jamie Bennett | Adjustable desk lamp | 97 |
| Jamie Bennett | Compact phone stand | 160 |
| Cameron Reed | Adjustable desk lamp | 97 |
| Cameron Reed | Adjustable desk lamp | 104 |
| Cameron Reed | Metal bookends | 13 |
| Cameron Reed | Cotton oven mitts | 104 |
| Elliot Palmer | Adjustable desk lamp | 97 |
| Elliot Palmer | Adjustable desk lamp | 104 |
| Elliot Palmer | Felt desk organizer | 153 |
| Elliot Palmer | Metal bookends | 13 |
| Elliot Palmer | Bamboo drawer divider | 55 |
| Elliot Palmer | Fabric pencil case | 62 |
| Elliot Palmer | Clip-on reading light | 76 |
| Elliot Palmer | Stainless tea infuser | 62 |
| Elliot Palmer | Cotton oven mitts | 104 |
| Reese Shaw | Adjustable desk lamp | 97 |
| Reese Shaw | Adjustable desk lamp | 104 |
| Reese Shaw | Fabric pencil case | 62 |
| Sage Shaw | Adjustable desk lamp | 97 |
| Sage Shaw | Adjustable desk lamp | 104 |
| Sage Shaw | Fabric pencil case | 62 |
| Sage Shaw | Stainless tea infuser | 62 |
| Sage Shaw | Cotton oven mitts | 104 |
| Parker Palmer | Adjustable desk lamp | 97 |
| Parker Palmer | Adjustable desk lamp | 104 |
| Parker Palmer | Metal bookends | 13 |
| Parker Palmer | Silicone spatula set | 125 |
| Quinn Bennett | Adjustable desk lamp | 97 |
| Quinn Bennett | Adjustable desk lamp | 104 |
| Harper Foster | Adjustable desk lamp | 97 |
| Harper Foster | Adjustable desk lamp | 104 |
| Avery Bennett | Adjustable desk lamp | 104 |
| Lee Foster | Adjustable desk lamp | 97 |
| Lee Foster | Adjustable desk lamp | 104 |
| Avery Brooks | Adjustable desk lamp | 97 |
| Avery Brooks | Adjustable desk lamp | 104 |
| Casey Shaw | Adjustable desk lamp | 104 |
| Casey Shaw | Compact phone stand | 160 |
| Casey Shaw | Bamboo drawer divider | 55 |
| Casey Shaw | Silicone spatula set | 125 |
| Casey Reed | Adjustable desk lamp | 104 |
| Casey Reed | Felt desk organizer | 153 |
| Casey Reed | Bamboo drawer divider | 55 |
| Casey Reed | Stainless tea infuser | 62 |
| Jamie Palmer | Compact phone stand | 160 |
| Jamie Palmer | Felt desk organizer | 153 |
| Jamie Palmer | Metal bookends | 13 |
| Jamie Palmer | Bamboo drawer divider | 55 |
| Jamie Palmer | Fabric pencil case | 62 |
| Jamie Palmer | Clip-on reading light | 76 |
| Jamie Palmer | Stainless tea infuser | 62 |
| Jamie Palmer | Cotton oven mitts | 104 |
| Cameron Shaw | Stainless tea infuser | 62 |
| Lee Palmer | Compact phone stand | 160 |
| Lee Palmer | Bamboo drawer divider | 55 |
| Lee Palmer | Stainless tea infuser | 62 |
| Lee Palmer | Cotton oven mitts | 104 |
| Quinn Reed | Compact phone stand | 160 |
| Quinn Reed | Stainless tea infuser | 62 |
| Kendall Palmer | Compact phone stand | 160 |
| Kendall Palmer | Fabric pencil case | 62 |
| Kendall Palmer | Stainless tea infuser | 62 |
| Jordan Shaw | Compact phone stand | 160 |
| Jordan Shaw | Fabric pencil case | 62 |
| Jamie Shaw | Metal bookends | 13 |
| Jamie Shaw | Stainless tea infuser | 62 |
| Rowan Reed | Stainless tea infuser | 62 |
| Rowan Reed | Cotton oven mitts | 104 |
| Sage Reed | Felt desk organizer | 153 |
| Sage Reed | Stainless tea infuser | 62 |
| Harper Shaw | Bamboo drawer divider | 55 |
| Taylor Palmer | Fabric pencil case | 62 |
| Jesse Palmer | Metal bookends | 13 |
| Jesse Palmer | Fabric pencil case | 62 |
| Jordan Reed | Metal bookends | 13 |
| Jordan Reed | Bamboo drawer divider | 55 |
| Jordan Reed | Clip-on reading light | 76 |
| Riley Shaw | Felt desk organizer | 153 |
| Riley Shaw | Fabric pencil case | 62 |
| Riley Reed | Adjustable desk lamp | 104 |
| Riley Reed | Felt desk organizer | 153 |
| Morgan Shaw | Compact phone stand | 160 |
| Morgan Shaw | Silicone spatula set | 125 |
| Dana Reed | Compact phone stand | 160 |
| Kendall Brooks | Compact phone stand | 160 |
| Kendall Shaw | Cotton oven mitts | 104 |
| Kendall Reed | Felt desk organizer | 153 |
| Kendall Reed | Clip-on reading light | 76 |
Harper Palmer6 products35 egos
Generated record ID: demo-162
35 distinct product-window-complete seed egos; 35 observed seed egos.
Observed count, including incomplete coverage: 35
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Rowan Hayes | Adjustable desk lamp | 97 |
| Riley Ellis | Adjustable desk lamp | 97 |
| Avery Reed | Adjustable desk lamp | 97 |
| Avery Reed | Portable picnic blanket | 160 |
| Cameron Carter | Adjustable desk lamp | 97 |
| Jordan Brooks | Adjustable desk lamp | 97 |
| Jamie Bennett | Adjustable desk lamp | 97 |
| Jamie Bennett | Compact phone stand | 160 |
| Cameron Reed | Adjustable desk lamp | 97 |
| Cameron Reed | Metal bookends | 20 |
| Elliot Palmer | Adjustable desk lamp | 97 |
| Elliot Palmer | Felt desk organizer | 146 |
| Elliot Palmer | Metal bookends | 20 |
| Elliot Palmer | Portable picnic blanket | 160 |
| Reese Shaw | Adjustable desk lamp | 97 |
| Sage Shaw | Adjustable desk lamp | 97 |
| Parker Palmer | Adjustable desk lamp | 97 |
| Parker Palmer | Metal bookends | 20 |
| Parker Palmer | Silicone spatula set | 132 |
| Parker Palmer | Portable picnic blanket | 160 |
| Quinn Bennett | Adjustable desk lamp | 97 |
| Harper Foster | Adjustable desk lamp | 97 |
| Lee Foster | Adjustable desk lamp | 97 |
| Avery Brooks | Adjustable desk lamp | 97 |
| Casey Shaw | Compact phone stand | 160 |
| Casey Shaw | Silicone spatula set | 132 |
| Casey Reed | Felt desk organizer | 146 |
| Jamie Palmer | Compact phone stand | 160 |
| Jamie Palmer | Felt desk organizer | 146 |
| Jamie Palmer | Metal bookends | 20 |
| Cameron Shaw | Portable picnic blanket | 160 |
| Lee Palmer | Compact phone stand | 160 |
| Quinn Reed | Compact phone stand | 160 |
| Kendall Palmer | Compact phone stand | 160 |
| Jordan Shaw | Compact phone stand | 160 |
| Jamie Shaw | Metal bookends | 20 |
| Sage Reed | Felt desk organizer | 146 |
| Harper Shaw | Portable picnic blanket | 160 |
| Taylor Palmer | Portable picnic blanket | 160 |
| Jesse Palmer | Metal bookends | 20 |
| Jordan Reed | Metal bookends | 20 |
| Riley Shaw | Felt desk organizer | 146 |
| Riley Reed | Felt desk organizer | 146 |
| Morgan Shaw | Compact phone stand | 160 |
| Morgan Shaw | Silicone spatula set | 132 |
| Dana Reed | Compact phone stand | 160 |
| Kendall Brooks | Compact phone stand | 160 |
| Kendall Reed | Felt desk organizer | 146 |
Elliot Palmer9 products34 egos
Generated record ID: demo-160
34 distinct product-window-complete seed egos; 34 observed seed egos.
Observed count, including incomplete coverage: 34
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Rowan Hayes | Adjustable desk lamp | 90 |
| Riley Ellis | Adjustable desk lamp | 90 |
| Avery Reed | Adjustable desk lamp | 90 |
| Avery Reed | Portable picnic blanket | 160 |
| Cameron Carter | Adjustable desk lamp | 90 |
| Jordan Brooks | Adjustable desk lamp | 90 |
| Jamie Bennett | Adjustable desk lamp | 90 |
| Cameron Reed | Adjustable desk lamp | 90 |
| Cameron Reed | Metal bookends | 13 |
| Cameron Reed | Cotton oven mitts | 111 |
| Reese Shaw | Adjustable desk lamp | 90 |
| Reese Shaw | Fabric pencil case | 55 |
| Sage Shaw | Adjustable desk lamp | 90 |
| Sage Shaw | Fabric pencil case | 55 |
| Sage Shaw | Stainless tea infuser | 62 |
| Sage Shaw | Cotton oven mitts | 111 |
| Parker Palmer | Adjustable desk lamp | 90 |
| Parker Palmer | Metal bookends | 13 |
| Parker Palmer | Portable picnic blanket | 160 |
| Quinn Bennett | Adjustable desk lamp | 90 |
| Harper Foster | Adjustable desk lamp | 90 |
| Avery Bennett | Adjustable desk lamp | 90 |
| Lee Foster | Adjustable desk lamp | 90 |
| Rowan Lane | Adjustable desk lamp | 90 |
| Casey Shaw | Bamboo drawer divider | 41 |
| Casey Reed | Felt desk organizer | 146 |
| Casey Reed | Bamboo drawer divider | 41 |
| Casey Reed | Stainless tea infuser | 62 |
| Jamie Palmer | Felt desk organizer | 146 |
| Jamie Palmer | Metal bookends | 13 |
| Jamie Palmer | Bamboo drawer divider | 41 |
| Jamie Palmer | Fabric pencil case | 55 |
| Jamie Palmer | Clip-on reading light | 55 |
| Jamie Palmer | Stainless tea infuser | 62 |
| Jamie Palmer | Cotton oven mitts | 111 |
| Cameron Shaw | Stainless tea infuser | 62 |
| Cameron Shaw | Portable picnic blanket | 160 |
| Lee Palmer | Bamboo drawer divider | 41 |
| Lee Palmer | Stainless tea infuser | 62 |
| Lee Palmer | Cotton oven mitts | 111 |
| Quinn Reed | Stainless tea infuser | 62 |
| Kendall Palmer | Fabric pencil case | 55 |
| Kendall Palmer | Stainless tea infuser | 62 |
| Jordan Shaw | Fabric pencil case | 55 |
| Jamie Shaw | Metal bookends | 13 |
| Jamie Shaw | Stainless tea infuser | 62 |
| Rowan Reed | Stainless tea infuser | 62 |
| Rowan Reed | Cotton oven mitts | 111 |
| Sage Reed | Felt desk organizer | 146 |
| Sage Reed | Stainless tea infuser | 62 |
| Harper Shaw | Bamboo drawer divider | 41 |
| Harper Shaw | Portable picnic blanket | 160 |
| Taylor Palmer | Fabric pencil case | 55 |
| Taylor Palmer | Portable picnic blanket | 160 |
| Jesse Palmer | Metal bookends | 13 |
| Jesse Palmer | Fabric pencil case | 55 |
| Jordan Reed | Metal bookends | 13 |
| Jordan Reed | Bamboo drawer divider | 41 |
| Jordan Reed | Clip-on reading light | 55 |
| Riley Shaw | Felt desk organizer | 146 |
| Riley Shaw | Fabric pencil case | 55 |
| Riley Reed | Felt desk organizer | 146 |
| Kendall Shaw | Cotton oven mitts | 111 |
| Kendall Reed | Felt desk organizer | 146 |
| Kendall Reed | Clip-on reading light | 55 |
Morgan Palmer5 products31 egos
Generated record ID: demo-168
31 distinct product-window-complete seed egos; 31 observed seed egos.
Observed count, including incomplete coverage: 31
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Rowan Hayes | Adjustable desk lamp | 97 |
| Riley Ellis | Adjustable desk lamp | 97 |
| Avery Reed | Adjustable desk lamp | 97 |
| Cameron Carter | Adjustable desk lamp | 97 |
| Jordan Brooks | Adjustable desk lamp | 97 |
| Jordan Brooks | Glass storage jars | 174 |
| Jamie Bennett | Adjustable desk lamp | 97 |
| Jamie Bennett | Compact phone stand | 153 |
| Cameron Reed | Adjustable desk lamp | 97 |
| Elliot Palmer | Adjustable desk lamp | 97 |
| Elliot Palmer | Felt desk organizer | 146 |
| Reese Shaw | Adjustable desk lamp | 97 |
| Sage Shaw | Adjustable desk lamp | 97 |
| Parker Palmer | Adjustable desk lamp | 97 |
| Quinn Bennett | Adjustable desk lamp | 97 |
| Harper Foster | Adjustable desk lamp | 97 |
| Lee Foster | Adjustable desk lamp | 97 |
| Avery Brooks | Adjustable desk lamp | 97 |
| Casey Shaw | Compact phone stand | 153 |
| Casey Reed | Reusable water bottle | 27 |
| Casey Reed | Felt desk organizer | 146 |
| Jamie Palmer | Compact phone stand | 153 |
| Jamie Palmer | Reusable water bottle | 27 |
| Jamie Palmer | Felt desk organizer | 146 |
| Lee Palmer | Compact phone stand | 153 |
| Quinn Reed | Compact phone stand | 153 |
| Quinn Reed | Reusable water bottle | 27 |
| Kendall Palmer | Compact phone stand | 153 |
| Kendall Palmer | Reusable water bottle | 27 |
| Jordan Shaw | Compact phone stand | 153 |
| Jordan Shaw | Reusable water bottle | 27 |
| Sage Reed | Felt desk organizer | 146 |
| Riley Shaw | Felt desk organizer | 146 |
| Riley Reed | Felt desk organizer | 146 |
| Morgan Shaw | Compact phone stand | 153 |
| Dana Reed | Compact phone stand | 153 |
| Kendall Brooks | Compact phone stand | 153 |
| Kendall Reed | Felt desk organizer | 146 |
| Taylor Hayes | Glass storage jars | 174 |
| Jesse Reed | Reusable water bottle | 27 |
Drew Reed2 products31 egos
Generated record ID: demo-181
31 distinct product-window-complete seed egos; 31 observed seed egos.
Observed count, including incomplete coverage: 31
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Rowan Hayes | Adjustable desk lamp | 97 |
| Riley Ellis | Adjustable desk lamp | 97 |
| Avery Reed | Adjustable desk lamp | 97 |
| Avery Reed | Portable picnic blanket | 174 |
| Cameron Carter | Adjustable desk lamp | 97 |
| Cameron Carter | Adjustable desk lamp | 153 |
| Jordan Brooks | Adjustable desk lamp | 97 |
| Jamie Bennett | Adjustable desk lamp | 97 |
| Cameron Reed | Adjustable desk lamp | 97 |
| Elliot Palmer | Adjustable desk lamp | 97 |
| Elliot Palmer | Portable picnic blanket | 174 |
| Reese Shaw | Adjustable desk lamp | 97 |
| Sage Shaw | Adjustable desk lamp | 97 |
| Parker Palmer | Adjustable desk lamp | 97 |
| Parker Palmer | Portable picnic blanket | 174 |
| Quinn Bennett | Adjustable desk lamp | 97 |
| Harper Foster | Adjustable desk lamp | 97 |
| Avery Bennett | Adjustable desk lamp | 153 |
| Lee Foster | Adjustable desk lamp | 97 |
| Avery Brooks | Adjustable desk lamp | 97 |
| Casey Shaw | Adjustable desk lamp | 153 |
| Casey Reed | Adjustable desk lamp | 153 |
| Cameron Shaw | Portable picnic blanket | 174 |
| Harper Shaw | Portable picnic blanket | 174 |
| Taylor Palmer | Portable picnic blanket | 174 |
| Riley Reed | Adjustable desk lamp | 153 |
| Elliot Ellis | Adjustable desk lamp | 153 |
| Cameron Bennett | Adjustable desk lamp | 153 |
| Cameron Hayes | Adjustable desk lamp | 153 |
| Emery Lane | Adjustable desk lamp | 153 |
| Harper Ellis | Adjustable desk lamp | 153 |
| Dana Carter | Adjustable desk lamp | 153 |
| Drew Palmer | Adjustable desk lamp | 153 |
| Dana Palmer | Adjustable desk lamp | 153 |
| Morgan Lane | Adjustable desk lamp | 153 |
Cameron Carter1 products31 egos
Generated record ID: demo-47
31 distinct product-window-complete seed egos; 31 observed seed egos.
Observed count, including incomplete coverage: 31
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Rowan Hayes | Adjustable desk lamp | 111 |
| Sage Brooks | Adjustable desk lamp | 48 |
| Riley Ellis | Adjustable desk lamp | 48 |
| Riley Ellis | Adjustable desk lamp | 111 |
| Avery Reed | Adjustable desk lamp | 111 |
| Jordan Brooks | Adjustable desk lamp | 48 |
| Jamie Bennett | Adjustable desk lamp | 48 |
| Cameron Reed | Adjustable desk lamp | 111 |
| Elliot Palmer | Adjustable desk lamp | 111 |
| Reese Shaw | Adjustable desk lamp | 111 |
| Sage Shaw | Adjustable desk lamp | 111 |
| Parker Palmer | Adjustable desk lamp | 111 |
| Harper Foster | Adjustable desk lamp | 111 |
| Avery Bennett | Adjustable desk lamp | 48 |
| Avery Bennett | Adjustable desk lamp | 111 |
| Avery Bennett | Adjustable desk lamp | 153 |
| Lee Foster | Adjustable desk lamp | 111 |
| Rowan Lane | Adjustable desk lamp | 48 |
| Avery Brooks | Adjustable desk lamp | 111 |
| Casey Shaw | Adjustable desk lamp | 111 |
| Casey Shaw | Adjustable desk lamp | 153 |
| Casey Reed | Adjustable desk lamp | 111 |
| Casey Reed | Adjustable desk lamp | 153 |
| Riley Reed | Adjustable desk lamp | 111 |
| Riley Reed | Adjustable desk lamp | 153 |
| Casey Hayes | Adjustable desk lamp | 48 |
| Parker Foster | Adjustable desk lamp | 48 |
| Elliot Foster | Adjustable desk lamp | 48 |
| Elliot Ellis | Adjustable desk lamp | 153 |
| Cameron Bennett | Adjustable desk lamp | 153 |
| Cameron Hayes | Adjustable desk lamp | 153 |
| Emery Lane | Adjustable desk lamp | 153 |
| Harper Ellis | Adjustable desk lamp | 153 |
| Dana Carter | Adjustable desk lamp | 153 |
| Drew Palmer | Adjustable desk lamp | 111 |
| Drew Palmer | Adjustable desk lamp | 153 |
| Dana Palmer | Adjustable desk lamp | 153 |
| Morgan Lane | Adjustable desk lamp | 153 |
Cameron Shaw4 products29 egos
Generated record ID: demo-201
29 distinct product-window-complete seed egos; 29 observed seed egos.
Observed count, including incomplete coverage: 29
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Sage Brooks | Adjustable desk lamp | 20 |
| Sage Brooks | Canvas tote bag | 139 |
| Riley Ellis | Adjustable desk lamp | 20 |
| Avery Reed | Portable picnic blanket | 160 |
| Elliot Palmer | Stainless tea infuser | 48 |
| Elliot Palmer | Portable picnic blanket | 160 |
| Sage Shaw | Stainless tea infuser | 48 |
| Parker Palmer | Portable picnic blanket | 160 |
| Casey Reed | Stainless tea infuser | 48 |
| Jamie Palmer | Stainless tea infuser | 48 |
| Lee Palmer | Stainless tea infuser | 48 |
| Quinn Reed | Stainless tea infuser | 48 |
| Kendall Palmer | Stainless tea infuser | 48 |
| Jamie Shaw | Stainless tea infuser | 48 |
| Rowan Reed | Stainless tea infuser | 48 |
| Sage Reed | Stainless tea infuser | 48 |
| Harper Shaw | Adjustable desk lamp | 20 |
| Harper Shaw | Portable picnic blanket | 160 |
| Taylor Palmer | Portable picnic blanket | 160 |
| Casey Hayes | Adjustable desk lamp | 20 |
| Casey Hayes | Canvas tote bag | 139 |
| Parker Foster | Adjustable desk lamp | 20 |
| Parker Foster | Canvas tote bag | 139 |
| Elliot Foster | Adjustable desk lamp | 20 |
| Elliot Ellis | Adjustable desk lamp | 20 |
| Cameron Bennett | Adjustable desk lamp | 20 |
| Kendall Bennett | Adjustable desk lamp | 20 |
| Drew Carter | Adjustable desk lamp | 20 |
| Taylor Carter | Adjustable desk lamp | 20 |
| Taylor Carter | Canvas tote bag | 139 |
| Cameron Hayes | Canvas tote bag | 139 |
| Rowan Carter | Canvas tote bag | 139 |
| Lee Lane | Canvas tote bag | 139 |
| Reese Lane | Canvas tote bag | 139 |
| Lee Brooks | Canvas tote bag | 139 |
Jamie Palmer9 products28 egos
Generated record ID: demo-163
28 distinct product-window-complete seed egos; 28 observed seed egos.
Observed count, including incomplete coverage: 28
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Jamie Bennett | Compact phone stand | 153 |
| Cameron Reed | Metal bookends | 20 |
| Cameron Reed | Cotton oven mitts | 97 |
| Elliot Palmer | Felt desk organizer | 160 |
| Elliot Palmer | Metal bookends | 20 |
| Elliot Palmer | Bamboo drawer divider | 41 |
| Elliot Palmer | Fabric pencil case | 62 |
| Elliot Palmer | Clip-on reading light | 76 |
| Elliot Palmer | Stainless tea infuser | 55 |
| Elliot Palmer | Cotton oven mitts | 97 |
| Reese Shaw | Fabric pencil case | 62 |
| Sage Shaw | Fabric pencil case | 62 |
| Sage Shaw | Stainless tea infuser | 55 |
| Sage Shaw | Cotton oven mitts | 97 |
| Parker Palmer | Metal bookends | 20 |
| Casey Shaw | Compact phone stand | 153 |
| Casey Shaw | Bamboo drawer divider | 41 |
| Casey Reed | Reusable water bottle | 27 |
| Casey Reed | Felt desk organizer | 160 |
| Casey Reed | Bamboo drawer divider | 41 |
| Casey Reed | Stainless tea infuser | 55 |
| Cameron Shaw | Stainless tea infuser | 55 |
| Lee Palmer | Compact phone stand | 153 |
| Lee Palmer | Bamboo drawer divider | 41 |
| Lee Palmer | Stainless tea infuser | 55 |
| Lee Palmer | Cotton oven mitts | 97 |
| Quinn Reed | Compact phone stand | 153 |
| Quinn Reed | Reusable water bottle | 27 |
| Quinn Reed | Stainless tea infuser | 55 |
| Kendall Palmer | Compact phone stand | 153 |
| Kendall Palmer | Reusable water bottle | 27 |
| Kendall Palmer | Fabric pencil case | 62 |
| Kendall Palmer | Stainless tea infuser | 55 |
| Jordan Shaw | Compact phone stand | 153 |
| Jordan Shaw | Reusable water bottle | 27 |
| Jordan Shaw | Fabric pencil case | 62 |
| Jamie Shaw | Metal bookends | 20 |
| Jamie Shaw | Stainless tea infuser | 55 |
| Rowan Reed | Stainless tea infuser | 55 |
| Rowan Reed | Cotton oven mitts | 97 |
| Sage Reed | Felt desk organizer | 160 |
| Sage Reed | Stainless tea infuser | 55 |
| Harper Shaw | Bamboo drawer divider | 41 |
| Taylor Palmer | Fabric pencil case | 62 |
| Jesse Palmer | Metal bookends | 20 |
| Jesse Palmer | Fabric pencil case | 62 |
| Jordan Reed | Metal bookends | 20 |
| Jordan Reed | Bamboo drawer divider | 41 |
| Jordan Reed | Clip-on reading light | 76 |
| Riley Shaw | Felt desk organizer | 160 |
| Riley Shaw | Fabric pencil case | 62 |
| Riley Reed | Felt desk organizer | 160 |
| Morgan Shaw | Compact phone stand | 153 |
| Dana Reed | Compact phone stand | 153 |
| Kendall Brooks | Compact phone stand | 153 |
| Kendall Shaw | Cotton oven mitts | 97 |
| Kendall Reed | Felt desk organizer | 160 |
| Kendall Reed | Clip-on reading light | 76 |
| Jesse Reed | Reusable water bottle | 27 |
Riley Palmer3 products28 egos
Generated record ID: demo-172
28 distinct product-window-complete seed egos; 28 observed seed egos.
Observed count, including incomplete coverage: 28
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Rowan Hayes | Adjustable desk lamp | 104 |
| Riley Ellis | Adjustable desk lamp | 104 |
| Avery Reed | Adjustable desk lamp | 104 |
| Cameron Carter | Adjustable desk lamp | 104 |
| Cameron Reed | Adjustable desk lamp | 104 |
| Elliot Palmer | Adjustable desk lamp | 104 |
| Elliot Palmer | Felt desk organizer | 146 |
| Elliot Palmer | Stainless tea infuser | 48 |
| Reese Shaw | Adjustable desk lamp | 104 |
| Sage Shaw | Adjustable desk lamp | 104 |
| Sage Shaw | Stainless tea infuser | 48 |
| Parker Palmer | Adjustable desk lamp | 104 |
| Quinn Bennett | Adjustable desk lamp | 104 |
| Harper Foster | Adjustable desk lamp | 104 |
| Avery Bennett | Adjustable desk lamp | 104 |
| Lee Foster | Adjustable desk lamp | 104 |
| Avery Brooks | Adjustable desk lamp | 104 |
| Casey Shaw | Adjustable desk lamp | 104 |
| Casey Reed | Adjustable desk lamp | 104 |
| Casey Reed | Felt desk organizer | 146 |
| Casey Reed | Stainless tea infuser | 48 |
| Jamie Palmer | Felt desk organizer | 146 |
| Jamie Palmer | Stainless tea infuser | 48 |
| Cameron Shaw | Stainless tea infuser | 48 |
| Lee Palmer | Stainless tea infuser | 48 |
| Quinn Reed | Stainless tea infuser | 48 |
| Kendall Palmer | Stainless tea infuser | 48 |
| Jamie Shaw | Stainless tea infuser | 48 |
| Rowan Reed | Stainless tea infuser | 48 |
| Sage Reed | Felt desk organizer | 146 |
| Sage Reed | Stainless tea infuser | 48 |
| Riley Shaw | Felt desk organizer | 146 |
| Riley Reed | Adjustable desk lamp | 104 |
| Riley Reed | Felt desk organizer | 146 |
| Drew Palmer | Adjustable desk lamp | 104 |
| Kendall Reed | Felt desk organizer | 146 |
Sage Shaw4 products28 egos
Generated record ID: demo-218
28 distinct product-window-complete seed egos; 28 observed seed egos.
Observed count, including incomplete coverage: 28
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Rowan Hayes | Adjustable desk lamp | 90 |
| Riley Ellis | Adjustable desk lamp | 90 |
| Avery Reed | Adjustable desk lamp | 90 |
| Cameron Carter | Adjustable desk lamp | 90 |
| Jordan Brooks | Adjustable desk lamp | 90 |
| Jamie Bennett | Adjustable desk lamp | 90 |
| Cameron Reed | Adjustable desk lamp | 90 |
| Cameron Reed | Cotton oven mitts | 111 |
| Elliot Palmer | Adjustable desk lamp | 90 |
| Elliot Palmer | Fabric pencil case | 55 |
| Elliot Palmer | Stainless tea infuser | 41 |
| Elliot Palmer | Cotton oven mitts | 111 |
| Reese Shaw | Adjustable desk lamp | 90 |
| Reese Shaw | Fabric pencil case | 55 |
| Parker Palmer | Adjustable desk lamp | 90 |
| Quinn Bennett | Adjustable desk lamp | 90 |
| Harper Foster | Adjustable desk lamp | 90 |
| Lee Foster | Adjustable desk lamp | 90 |
| Avery Brooks | Adjustable desk lamp | 90 |
| Casey Reed | Stainless tea infuser | 41 |
| Jamie Palmer | Fabric pencil case | 55 |
| Jamie Palmer | Stainless tea infuser | 41 |
| Jamie Palmer | Cotton oven mitts | 111 |
| Cameron Shaw | Stainless tea infuser | 41 |
| Lee Palmer | Stainless tea infuser | 41 |
| Lee Palmer | Cotton oven mitts | 111 |
| Quinn Reed | Stainless tea infuser | 41 |
| Kendall Palmer | Fabric pencil case | 55 |
| Kendall Palmer | Stainless tea infuser | 41 |
| Jordan Shaw | Fabric pencil case | 55 |
| Jamie Shaw | Stainless tea infuser | 41 |
| Rowan Reed | Stainless tea infuser | 41 |
| Rowan Reed | Cotton oven mitts | 111 |
| Sage Reed | Stainless tea infuser | 41 |
| Taylor Palmer | Fabric pencil case | 55 |
| Jesse Palmer | Fabric pencil case | 55 |
| Riley Shaw | Fabric pencil case | 55 |
| Kendall Shaw | Cotton oven mitts | 111 |
Sage Palmer4 products27 egos
Generated record ID: demo-174
27 distinct product-window-complete seed egos; 27 observed seed egos.
Observed count, including incomplete coverage: 27
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Rowan Hayes | Adjustable desk lamp | 97 |
| Riley Ellis | Adjustable desk lamp | 97 |
| Avery Reed | Adjustable desk lamp | 97 |
| Cameron Carter | Adjustable desk lamp | 97 |
| Jordan Brooks | Adjustable desk lamp | 97 |
| Jamie Bennett | Adjustable desk lamp | 97 |
| Cameron Reed | Adjustable desk lamp | 97 |
| Cameron Reed | Metal bookends | 13 |
| Elliot Palmer | Adjustable desk lamp | 97 |
| Elliot Palmer | Felt desk organizer | 139 |
| Elliot Palmer | Metal bookends | 13 |
| Elliot Palmer | Fabric pencil case | 62 |
| Reese Shaw | Adjustable desk lamp | 97 |
| Reese Shaw | Fabric pencil case | 62 |
| Sage Shaw | Adjustable desk lamp | 97 |
| Sage Shaw | Fabric pencil case | 62 |
| Parker Palmer | Adjustable desk lamp | 97 |
| Parker Palmer | Metal bookends | 13 |
| Quinn Bennett | Adjustable desk lamp | 97 |
| Harper Foster | Adjustable desk lamp | 97 |
| Lee Foster | Adjustable desk lamp | 97 |
| Avery Brooks | Adjustable desk lamp | 97 |
| Casey Reed | Felt desk organizer | 139 |
| Jamie Palmer | Felt desk organizer | 139 |
| Jamie Palmer | Metal bookends | 13 |
| Jamie Palmer | Fabric pencil case | 62 |
| Kendall Palmer | Fabric pencil case | 62 |
| Jordan Shaw | Fabric pencil case | 62 |
| Jamie Shaw | Metal bookends | 13 |
| Sage Reed | Felt desk organizer | 139 |
| Taylor Palmer | Fabric pencil case | 62 |
| Jesse Palmer | Metal bookends | 13 |
| Jesse Palmer | Fabric pencil case | 62 |
| Jordan Reed | Metal bookends | 13 |
| Riley Shaw | Felt desk organizer | 139 |
| Riley Shaw | Fabric pencil case | 62 |
| Riley Reed | Felt desk organizer | 139 |
| Kendall Reed | Felt desk organizer | 139 |
Casey Reed5 products27 egos
Generated record ID: demo-178
27 distinct product-window-complete seed egos; 27 observed seed egos.
Observed count, including incomplete coverage: 27
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Cameron Carter | Adjustable desk lamp | 132 |
| Elliot Palmer | Felt desk organizer | 160 |
| Elliot Palmer | Bamboo drawer divider | 48 |
| Elliot Palmer | Stainless tea infuser | 55 |
| Sage Shaw | Stainless tea infuser | 55 |
| Parker Palmer | Adjustable desk lamp | 132 |
| Avery Bennett | Adjustable desk lamp | 132 |
| Lee Foster | Adjustable desk lamp | 132 |
| Avery Brooks | Adjustable desk lamp | 132 |
| Casey Shaw | Adjustable desk lamp | 132 |
| Casey Shaw | Bamboo drawer divider | 48 |
| Jamie Palmer | Reusable water bottle | 20 |
| Jamie Palmer | Felt desk organizer | 160 |
| Jamie Palmer | Bamboo drawer divider | 48 |
| Jamie Palmer | Stainless tea infuser | 55 |
| Cameron Shaw | Stainless tea infuser | 55 |
| Lee Palmer | Bamboo drawer divider | 48 |
| Lee Palmer | Stainless tea infuser | 55 |
| Quinn Reed | Reusable water bottle | 20 |
| Quinn Reed | Stainless tea infuser | 55 |
| Kendall Palmer | Reusable water bottle | 20 |
| Kendall Palmer | Stainless tea infuser | 55 |
| Jordan Shaw | Reusable water bottle | 20 |
| Jamie Shaw | Stainless tea infuser | 55 |
| Rowan Reed | Stainless tea infuser | 55 |
| Sage Reed | Felt desk organizer | 160 |
| Sage Reed | Stainless tea infuser | 55 |
| Harper Shaw | Bamboo drawer divider | 48 |
| Jordan Reed | Bamboo drawer divider | 48 |
| Riley Shaw | Felt desk organizer | 160 |
| Riley Reed | Adjustable desk lamp | 132 |
| Riley Reed | Felt desk organizer | 160 |
| Emery Lane | Adjustable desk lamp | 132 |
| Harper Ellis | Adjustable desk lamp | 132 |
| Dana Carter | Adjustable desk lamp | 132 |
| Drew Palmer | Adjustable desk lamp | 132 |
| Kendall Reed | Felt desk organizer | 160 |
| Jesse Reed | Reusable water bottle | 20 |
Parker Palmer5 products26 egos
Generated record ID: demo-169
26 distinct product-window-complete seed egos; 26 observed seed egos.
Observed count, including incomplete coverage: 26
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Rowan Hayes | Adjustable desk lamp | 90 |
| Rowan Hayes | Adjustable desk lamp | 104 |
| Riley Ellis | Adjustable desk lamp | 90 |
| Riley Ellis | Adjustable desk lamp | 104 |
| Avery Reed | Adjustable desk lamp | 90 |
| Avery Reed | Adjustable desk lamp | 104 |
| Avery Reed | Portable picnic blanket | 160 |
| Cameron Carter | Adjustable desk lamp | 90 |
| Cameron Carter | Adjustable desk lamp | 104 |
| Jordan Brooks | Adjustable desk lamp | 90 |
| Jamie Bennett | Adjustable desk lamp | 90 |
| Cameron Reed | Adjustable desk lamp | 90 |
| Cameron Reed | Adjustable desk lamp | 104 |
| Cameron Reed | Metal bookends | 13 |
| Elliot Palmer | Adjustable desk lamp | 90 |
| Elliot Palmer | Adjustable desk lamp | 104 |
| Elliot Palmer | Metal bookends | 13 |
| Elliot Palmer | Portable picnic blanket | 160 |
| Reese Shaw | Adjustable desk lamp | 90 |
| Reese Shaw | Adjustable desk lamp | 104 |
| Sage Shaw | Adjustable desk lamp | 90 |
| Sage Shaw | Adjustable desk lamp | 104 |
| Quinn Bennett | Adjustable desk lamp | 90 |
| Quinn Bennett | Adjustable desk lamp | 104 |
| Harper Foster | Adjustable desk lamp | 90 |
| Harper Foster | Adjustable desk lamp | 104 |
| Avery Bennett | Adjustable desk lamp | 104 |
| Lee Foster | Adjustable desk lamp | 90 |
| Lee Foster | Adjustable desk lamp | 104 |
| Avery Brooks | Adjustable desk lamp | 90 |
| Avery Brooks | Adjustable desk lamp | 104 |
| Casey Shaw | Adjustable desk lamp | 104 |
| Casey Shaw | Silicone spatula set | 125 |
| Casey Reed | Adjustable desk lamp | 104 |
| Jamie Palmer | Metal bookends | 13 |
| Cameron Shaw | Portable picnic blanket | 160 |
| Jamie Shaw | Metal bookends | 13 |
| Harper Shaw | Portable picnic blanket | 160 |
| Taylor Palmer | Portable picnic blanket | 160 |
| Jesse Palmer | Metal bookends | 13 |
| Jordan Reed | Metal bookends | 13 |
| Morgan Shaw | Silicone spatula set | 125 |
| Cameron Bennett | Bamboo cutting board | 174 |
Reese Palmer3 products26 egos
Generated record ID: demo-171
26 distinct product-window-complete seed egos; 26 observed seed egos.
Observed count, including incomplete coverage: 26
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Rowan Hayes | Adjustable desk lamp | 104 |
| Riley Ellis | Adjustable desk lamp | 104 |
| Avery Reed | Adjustable desk lamp | 104 |
| Cameron Carter | Adjustable desk lamp | 104 |
| Cameron Reed | Adjustable desk lamp | 104 |
| Elliot Palmer | Adjustable desk lamp | 104 |
| Elliot Palmer | Bamboo drawer divider | 48 |
| Elliot Palmer | Fabric pencil case | 55 |
| Reese Shaw | Adjustable desk lamp | 104 |
| Reese Shaw | Fabric pencil case | 55 |
| Sage Shaw | Adjustable desk lamp | 104 |
| Sage Shaw | Fabric pencil case | 55 |
| Parker Palmer | Adjustable desk lamp | 104 |
| Quinn Bennett | Adjustable desk lamp | 104 |
| Harper Foster | Adjustable desk lamp | 104 |
| Avery Bennett | Adjustable desk lamp | 104 |
| Lee Foster | Adjustable desk lamp | 104 |
| Avery Brooks | Adjustable desk lamp | 104 |
| Casey Shaw | Adjustable desk lamp | 104 |
| Casey Shaw | Bamboo drawer divider | 48 |
| Casey Reed | Adjustable desk lamp | 104 |
| Casey Reed | Bamboo drawer divider | 48 |
| Jamie Palmer | Bamboo drawer divider | 48 |
| Jamie Palmer | Fabric pencil case | 55 |
| Lee Palmer | Bamboo drawer divider | 48 |
| Kendall Palmer | Fabric pencil case | 55 |
| Jordan Shaw | Fabric pencil case | 55 |
| Harper Shaw | Bamboo drawer divider | 48 |
| Taylor Palmer | Fabric pencil case | 55 |
| Jesse Palmer | Fabric pencil case | 55 |
| Jordan Reed | Bamboo drawer divider | 48 |
| Riley Shaw | Fabric pencil case | 55 |
| Riley Reed | Adjustable desk lamp | 104 |
Taylor Reed2 products24 egos
Generated record ID: demo-197
24 distinct product-window-complete seed egos; 24 observed seed egos.
Observed count, including incomplete coverage: 24
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Rowan Hayes | Adjustable desk lamp | 97 |
| Riley Ellis | Adjustable desk lamp | 97 |
| Avery Reed | Adjustable desk lamp | 97 |
| Cameron Carter | Adjustable desk lamp | 97 |
| Jordan Brooks | Adjustable desk lamp | 97 |
| Jamie Bennett | Adjustable desk lamp | 97 |
| Jamie Bennett | Compact phone stand | 160 |
| Cameron Reed | Adjustable desk lamp | 97 |
| Elliot Palmer | Adjustable desk lamp | 97 |
| Reese Shaw | Adjustable desk lamp | 97 |
| Sage Shaw | Adjustable desk lamp | 97 |
| Parker Palmer | Adjustable desk lamp | 97 |
| Quinn Bennett | Adjustable desk lamp | 97 |
| Harper Foster | Adjustable desk lamp | 97 |
| Lee Foster | Adjustable desk lamp | 97 |
| Avery Brooks | Adjustable desk lamp | 97 |
| Casey Shaw | Compact phone stand | 160 |
| Jamie Palmer | Compact phone stand | 160 |
| Lee Palmer | Compact phone stand | 160 |
| Quinn Reed | Compact phone stand | 160 |
| Kendall Palmer | Compact phone stand | 160 |
| Jordan Shaw | Compact phone stand | 160 |
| Morgan Shaw | Compact phone stand | 160 |
| Dana Reed | Compact phone stand | 160 |
| Kendall Brooks | Compact phone stand | 160 |
Casey Shaw4 products24 egos
Generated record ID: demo-200
24 distinct product-window-complete seed egos; 24 observed seed egos.
Observed count, including incomplete coverage: 24
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Cameron Carter | Adjustable desk lamp | 132 |
| Jamie Bennett | Compact phone stand | 153 |
| Elliot Palmer | Bamboo drawer divider | 55 |
| Parker Palmer | Adjustable desk lamp | 132 |
| Parker Palmer | Silicone spatula set | 125 |
| Harper Foster | Adjustable desk lamp | 132 |
| Avery Bennett | Adjustable desk lamp | 132 |
| Lee Foster | Adjustable desk lamp | 132 |
| Avery Brooks | Adjustable desk lamp | 132 |
| Casey Reed | Adjustable desk lamp | 132 |
| Casey Reed | Bamboo drawer divider | 55 |
| Jamie Palmer | Compact phone stand | 153 |
| Jamie Palmer | Bamboo drawer divider | 55 |
| Lee Palmer | Compact phone stand | 153 |
| Lee Palmer | Bamboo drawer divider | 55 |
| Quinn Reed | Compact phone stand | 153 |
| Kendall Palmer | Compact phone stand | 153 |
| Jordan Shaw | Compact phone stand | 153 |
| Harper Shaw | Bamboo drawer divider | 55 |
| Jordan Reed | Bamboo drawer divider | 55 |
| Riley Reed | Adjustable desk lamp | 132 |
| Morgan Shaw | Compact phone stand | 153 |
| Morgan Shaw | Silicone spatula set | 125 |
| Dana Reed | Compact phone stand | 153 |
| Kendall Brooks | Compact phone stand | 153 |
| Emery Lane | Adjustable desk lamp | 132 |
| Harper Ellis | Adjustable desk lamp | 132 |
| Dana Carter | Adjustable desk lamp | 132 |
| Drew Palmer | Adjustable desk lamp | 132 |
Cameron Reed4 products23 egos
Generated record ID: demo-179
23 distinct product-window-complete seed egos; 23 observed seed egos.
Observed count, including incomplete coverage: 23
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Rowan Hayes | Adjustable desk lamp | 83 |
| Riley Ellis | Adjustable desk lamp | 83 |
| Avery Reed | Adjustable desk lamp | 83 |
| Cameron Carter | Adjustable desk lamp | 83 |
| Jordan Brooks | Adjustable desk lamp | 83 |
| Jamie Bennett | Adjustable desk lamp | 83 |
| Elliot Palmer | Adjustable desk lamp | 83 |
| Elliot Palmer | Metal bookends | 27 |
| Elliot Palmer | Cotton oven mitts | 97 |
| Reese Shaw | Adjustable desk lamp | 83 |
| Sage Shaw | Adjustable desk lamp | 83 |
| Sage Shaw | Cotton oven mitts | 97 |
| Parker Palmer | Adjustable desk lamp | 83 |
| Parker Palmer | Metal bookends | 27 |
| Quinn Bennett | Adjustable desk lamp | 83 |
| Harper Foster | Adjustable desk lamp | 83 |
| Avery Bennett | Adjustable desk lamp | 83 |
| Rowan Lane | Adjustable desk lamp | 83 |
| Jamie Palmer | Metal bookends | 27 |
| Jamie Palmer | Cotton oven mitts | 97 |
| Lee Palmer | Canvas tote bag | 55 |
| Lee Palmer | Cotton oven mitts | 97 |
| Jamie Shaw | Metal bookends | 27 |
| Rowan Reed | Cotton oven mitts | 97 |
| Jesse Palmer | Metal bookends | 27 |
| Jordan Reed | Metal bookends | 27 |
| Parker Foster | Canvas tote bag | 55 |
| Kendall Shaw | Cotton oven mitts | 97 |
| Rowan Ellis | Canvas tote bag | 55 |
Rowan Hayes4 products22 egos
Generated record ID: demo-129
22 distinct product-window-complete seed egos; 22 observed seed egos.
Observed count, including incomplete coverage: 22
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Riley Bennett | Cotton throw blanket | 90 |
| Avery Foster | Cotton throw blanket | 90 |
| Sage Foster | Cotton throw blanket | 90 |
| Sage Brooks | Cotton throw blanket | 90 |
| Riley Ellis | Adjustable desk lamp | 97 |
| Avery Reed | Adjustable desk lamp | 97 |
| Cameron Carter | Adjustable desk lamp | 97 |
| Jordan Brooks | Adjustable desk lamp | 97 |
| Jamie Bennett | Adjustable desk lamp | 97 |
| Cameron Reed | Adjustable desk lamp | 97 |
| Elliot Palmer | Adjustable desk lamp | 97 |
| Reese Shaw | Adjustable desk lamp | 97 |
| Sage Shaw | Adjustable desk lamp | 97 |
| Parker Palmer | Adjustable desk lamp | 97 |
| Quinn Bennett | Adjustable desk lamp | 97 |
| Harper Foster | Adjustable desk lamp | 97 |
| Avery Bennett | Cotton throw blanket | 174 |
| Lee Foster | Adjustable desk lamp | 97 |
| Rowan Lane | Glass storage jars | 83 |
| Avery Brooks | Adjustable desk lamp | 97 |
| Casey Hayes | Cotton throw blanket | 174 |
| Emery Hayes | Magnetic kitchen timer | 167 |
Lee Palmer5 products22 egos
Generated record ID: demo-167
22 distinct product-window-complete seed egos; 22 observed seed egos.
Observed count, including incomplete coverage: 22
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Avery Reed | Canvas tote bag | 27 |
| Jamie Bennett | Compact phone stand | 160 |
| Cameron Reed | Canvas tote bag | 27 |
| Cameron Reed | Cotton oven mitts | 104 |
| Elliot Palmer | Bamboo drawer divider | 55 |
| Elliot Palmer | Stainless tea infuser | 48 |
| Elliot Palmer | Cotton oven mitts | 104 |
| Sage Shaw | Stainless tea infuser | 48 |
| Sage Shaw | Cotton oven mitts | 104 |
| Casey Shaw | Compact phone stand | 160 |
| Casey Shaw | Bamboo drawer divider | 55 |
| Casey Reed | Bamboo drawer divider | 55 |
| Casey Reed | Stainless tea infuser | 48 |
| Jamie Palmer | Compact phone stand | 160 |
| Jamie Palmer | Bamboo drawer divider | 55 |
| Jamie Palmer | Stainless tea infuser | 48 |
| Jamie Palmer | Cotton oven mitts | 104 |
| Cameron Shaw | Stainless tea infuser | 48 |
| Quinn Reed | Compact phone stand | 160 |
| Quinn Reed | Stainless tea infuser | 48 |
| Kendall Palmer | Compact phone stand | 160 |
| Kendall Palmer | Stainless tea infuser | 48 |
| Jordan Shaw | Compact phone stand | 160 |
| Jamie Shaw | Stainless tea infuser | 48 |
| Rowan Reed | Stainless tea infuser | 48 |
| Rowan Reed | Cotton oven mitts | 104 |
| Sage Reed | Stainless tea infuser | 48 |
| Harper Shaw | Bamboo drawer divider | 55 |
| Jordan Reed | Bamboo drawer divider | 55 |
| Morgan Shaw | Compact phone stand | 160 |
| Dana Reed | Compact phone stand | 160 |
| Kendall Brooks | Compact phone stand | 160 |
| Kendall Shaw | Cotton oven mitts | 104 |
| Rowan Ellis | Canvas tote bag | 27 |
Lee Reed3 products22 egos
Generated record ID: demo-189
22 distinct product-window-complete seed egos; 22 observed seed egos.
Observed count, including incomplete coverage: 22
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Riley Ellis | Adjustable desk lamp | 69 |
| Avery Reed | Portable picnic blanket | 160 |
| Cameron Carter | Adjustable desk lamp | 69 |
| Jordan Brooks | Adjustable desk lamp | 69 |
| Jamie Bennett | Adjustable desk lamp | 69 |
| Cameron Reed | Adjustable desk lamp | 69 |
| Elliot Palmer | Adjustable desk lamp | 69 |
| Elliot Palmer | Bamboo drawer divider | 62 |
| Elliot Palmer | Portable picnic blanket | 160 |
| Reese Shaw | Adjustable desk lamp | 69 |
| Sage Shaw | Adjustable desk lamp | 69 |
| Parker Palmer | Adjustable desk lamp | 69 |
| Parker Palmer | Portable picnic blanket | 160 |
| Quinn Bennett | Adjustable desk lamp | 69 |
| Avery Bennett | Adjustable desk lamp | 69 |
| Rowan Lane | Adjustable desk lamp | 69 |
| Casey Shaw | Bamboo drawer divider | 62 |
| Casey Reed | Bamboo drawer divider | 62 |
| Jamie Palmer | Bamboo drawer divider | 62 |
| Cameron Shaw | Portable picnic blanket | 160 |
| Lee Palmer | Bamboo drawer divider | 62 |
| Harper Shaw | Bamboo drawer divider | 62 |
| Harper Shaw | Portable picnic blanket | 160 |
| Taylor Palmer | Portable picnic blanket | 160 |
| Jordan Reed | Bamboo drawer divider | 62 |
| Casey Hayes | Adjustable desk lamp | 69 |
Quinn Ellis2 products22 egos
Generated record ID: demo-82
22 distinct product-window-complete seed egos; 22 observed seed egos.
Observed count, including incomplete coverage: 22
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Rowan Hayes | Adjustable desk lamp | 83 |
| Riley Ellis | Adjustable desk lamp | 83 |
| Avery Reed | Adjustable desk lamp | 83 |
| Jordan Brooks | Adjustable desk lamp | 83 |
| Jamie Bennett | Adjustable desk lamp | 83 |
| Cameron Reed | Adjustable desk lamp | 83 |
| Elliot Palmer | Adjustable desk lamp | 83 |
| Reese Shaw | Adjustable desk lamp | 83 |
| Sage Shaw | Adjustable desk lamp | 83 |
| Parker Palmer | Adjustable desk lamp | 83 |
| Quinn Bennett | Adjustable desk lamp | 83 |
| Harper Foster | Adjustable desk lamp | 83 |
| Avery Bennett | Adjustable desk lamp | 83 |
| Rowan Lane | Adjustable desk lamp | 83 |
| Dana Carter | Insulated travel mug | 34 |
| Dana Palmer | Insulated travel mug | 34 |
| Jordan Bennett | Insulated travel mug | 34 |
| Harper Carter | Insulated travel mug | 34 |
| Casey Ellis | Insulated travel mug | 34 |
| Avery Carter | Insulated travel mug | 34 |
| Emery Hayes | Insulated travel mug | 34 |
| Reese Foster | Insulated travel mug | 34 |
Riley Ellis1 products22 egos
Generated record ID: demo-84
22 distinct product-window-complete seed egos; 22 observed seed egos.
Observed count, including incomplete coverage: 22
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Rowan Hayes | Adjustable desk lamp | 90 |
| Sage Brooks | Adjustable desk lamp | 34 |
| Avery Reed | Adjustable desk lamp | 90 |
| Cameron Carter | Adjustable desk lamp | 34 |
| Cameron Carter | Adjustable desk lamp | 90 |
| Jordan Brooks | Adjustable desk lamp | 90 |
| Jamie Bennett | Adjustable desk lamp | 90 |
| Cameron Reed | Adjustable desk lamp | 90 |
| Elliot Palmer | Adjustable desk lamp | 90 |
| Reese Shaw | Adjustable desk lamp | 90 |
| Sage Shaw | Adjustable desk lamp | 90 |
| Parker Palmer | Adjustable desk lamp | 90 |
| Quinn Bennett | Adjustable desk lamp | 90 |
| Harper Foster | Adjustable desk lamp | 90 |
| Avery Bennett | Adjustable desk lamp | 34 |
| Avery Bennett | Adjustable desk lamp | 90 |
| Lee Foster | Adjustable desk lamp | 90 |
| Rowan Lane | Adjustable desk lamp | 34 |
| Cameron Shaw | Adjustable desk lamp | 34 |
| Casey Hayes | Adjustable desk lamp | 34 |
| Parker Foster | Adjustable desk lamp | 34 |
| Elliot Foster | Adjustable desk lamp | 34 |
| Elliot Ellis | Adjustable desk lamp | 34 |
| Kendall Bennett | Adjustable desk lamp | 34 |
Jamie Bennett2 products22 egos
Generated record ID: demo-9
22 distinct product-window-complete seed egos; 22 observed seed egos.
Observed count, including incomplete coverage: 22
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Rowan Hayes | Adjustable desk lamp | 69 |
| Riley Ellis | Adjustable desk lamp | 69 |
| Avery Reed | Adjustable desk lamp | 69 |
| Cameron Carter | Adjustable desk lamp | 69 |
| Jordan Brooks | Adjustable desk lamp | 69 |
| Cameron Reed | Adjustable desk lamp | 69 |
| Elliot Palmer | Adjustable desk lamp | 69 |
| Reese Shaw | Adjustable desk lamp | 69 |
| Sage Shaw | Adjustable desk lamp | 69 |
| Parker Palmer | Adjustable desk lamp | 69 |
| Quinn Bennett | Adjustable desk lamp | 69 |
| Avery Bennett | Adjustable desk lamp | 69 |
| Rowan Lane | Adjustable desk lamp | 69 |
| Casey Shaw | Compact phone stand | 167 |
| Jamie Palmer | Compact phone stand | 167 |
| Lee Palmer | Compact phone stand | 167 |
| Quinn Reed | Compact phone stand | 167 |
| Kendall Palmer | Compact phone stand | 167 |
| Jordan Shaw | Compact phone stand | 167 |
| Morgan Shaw | Compact phone stand | 167 |
| Dana Reed | Compact phone stand | 167 |
| Kendall Brooks | Compact phone stand | 167 |
Avery Bennett2 products21 egos
Generated record ID: demo-1
21 distinct product-window-complete seed egos; 21 observed seed egos.
Observed count, including incomplete coverage: 21
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Rowan Hayes | Cotton throw blanket | 160 |
| Riley Ellis | Adjustable desk lamp | 62 |
| Cameron Carter | Adjustable desk lamp | 62 |
| Cameron Carter | Adjustable desk lamp | 132 |
| Jordan Brooks | Adjustable desk lamp | 62 |
| Jamie Bennett | Adjustable desk lamp | 62 |
| Cameron Reed | Adjustable desk lamp | 62 |
| Elliot Palmer | Adjustable desk lamp | 62 |
| Reese Shaw | Adjustable desk lamp | 62 |
| Parker Palmer | Adjustable desk lamp | 132 |
| Quinn Bennett | Adjustable desk lamp | 62 |
| Lee Foster | Adjustable desk lamp | 132 |
| Rowan Lane | Adjustable desk lamp | 62 |
| Avery Brooks | Adjustable desk lamp | 132 |
| Casey Shaw | Adjustable desk lamp | 132 |
| Casey Reed | Adjustable desk lamp | 132 |
| Riley Reed | Adjustable desk lamp | 132 |
| Casey Hayes | Adjustable desk lamp | 62 |
| Casey Hayes | Cotton throw blanket | 160 |
| Emery Lane | Adjustable desk lamp | 132 |
| Harper Ellis | Adjustable desk lamp | 132 |
| Dana Carter | Adjustable desk lamp | 132 |
| Drew Palmer | Adjustable desk lamp | 132 |
Jordan Palmer5 products21 egos
Generated record ID: demo-165
21 distinct product-window-complete seed egos; 21 observed seed egos.
Observed count, including incomplete coverage: 21
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Cameron Reed | Metal bookends | 20 |
| Elliot Palmer | Metal bookends | 20 |
| Elliot Palmer | Clip-on reading light | 69 |
| Elliot Palmer | Stainless tea infuser | 48 |
| Sage Shaw | Stainless tea infuser | 48 |
| Parker Palmer | Metal bookends | 20 |
| Casey Reed | Reusable water bottle | 27 |
| Casey Reed | Stainless tea infuser | 48 |
| Jamie Palmer | Reusable water bottle | 27 |
| Jamie Palmer | Metal bookends | 20 |
| Jamie Palmer | Clip-on reading light | 69 |
| Jamie Palmer | Stainless tea infuser | 48 |
| Cameron Shaw | Stainless tea infuser | 48 |
| Lee Palmer | Stainless tea infuser | 48 |
| Quinn Reed | Reusable water bottle | 27 |
| Quinn Reed | Stainless tea infuser | 48 |
| Kendall Palmer | Reusable water bottle | 27 |
| Kendall Palmer | Stainless tea infuser | 48 |
| Jordan Shaw | Reusable water bottle | 27 |
| Jamie Shaw | Metal bookends | 20 |
| Jamie Shaw | Stainless tea infuser | 48 |
| Rowan Reed | Stainless tea infuser | 48 |
| Sage Reed | Stainless tea infuser | 48 |
| Jesse Palmer | Metal bookends | 20 |
| Jordan Reed | Metal bookends | 20 |
| Jordan Reed | Clip-on reading light | 69 |
| Elliot Foster | Insulated travel mug | 167 |
| Kendall Reed | Clip-on reading light | 69 |
| Jesse Reed | Reusable water bottle | 27 |
| Jordan Foster | Insulated travel mug | 167 |
| Harper Carter | Insulated travel mug | 167 |
Kendall Palmer4 products21 egos
Generated record ID: demo-166
21 distinct product-window-complete seed egos; 21 observed seed egos.
Observed count, including incomplete coverage: 21
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Jamie Bennett | Compact phone stand | 160 |
| Elliot Palmer | Fabric pencil case | 55 |
| Elliot Palmer | Stainless tea infuser | 55 |
| Reese Shaw | Fabric pencil case | 55 |
| Sage Shaw | Fabric pencil case | 55 |
| Sage Shaw | Stainless tea infuser | 55 |
| Casey Shaw | Compact phone stand | 160 |
| Casey Reed | Reusable water bottle | 27 |
| Casey Reed | Stainless tea infuser | 55 |
| Jamie Palmer | Compact phone stand | 160 |
| Jamie Palmer | Reusable water bottle | 27 |
| Jamie Palmer | Fabric pencil case | 55 |
| Jamie Palmer | Stainless tea infuser | 55 |
| Cameron Shaw | Stainless tea infuser | 55 |
| Lee Palmer | Compact phone stand | 160 |
| Lee Palmer | Stainless tea infuser | 55 |
| Quinn Reed | Compact phone stand | 160 |
| Quinn Reed | Reusable water bottle | 27 |
| Quinn Reed | Stainless tea infuser | 55 |
| Jordan Shaw | Compact phone stand | 160 |
| Jordan Shaw | Reusable water bottle | 27 |
| Jordan Shaw | Fabric pencil case | 55 |
| Jamie Shaw | Stainless tea infuser | 55 |
| Rowan Reed | Stainless tea infuser | 55 |
| Sage Reed | Stainless tea infuser | 55 |
| Taylor Palmer | Fabric pencil case | 55 |
| Jesse Palmer | Fabric pencil case | 55 |
| Riley Shaw | Fabric pencil case | 55 |
| Morgan Shaw | Compact phone stand | 160 |
| Dana Reed | Compact phone stand | 160 |
| Kendall Brooks | Compact phone stand | 160 |
| Jesse Reed | Reusable water bottle | 27 |
Harper Reed3 products21 egos
Generated record ID: demo-184
21 distinct product-window-complete seed egos; 21 observed seed egos.
Observed count, including incomplete coverage: 21
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Cameron Reed | Metal bookends | 20 |
| Elliot Palmer | Metal bookends | 20 |
| Elliot Palmer | Stainless tea infuser | 48 |
| Sage Shaw | Stainless tea infuser | 48 |
| Parker Palmer | Metal bookends | 20 |
| Casey Reed | Stainless tea infuser | 48 |
| Jamie Palmer | Metal bookends | 20 |
| Jamie Palmer | Stainless tea infuser | 48 |
| Cameron Shaw | Stainless tea infuser | 48 |
| Lee Palmer | Stainless tea infuser | 48 |
| Quinn Reed | Stainless tea infuser | 48 |
| Kendall Palmer | Stainless tea infuser | 48 |
| Jamie Shaw | Metal bookends | 20 |
| Jamie Shaw | Stainless tea infuser | 48 |
| Rowan Reed | Stainless tea infuser | 48 |
| Sage Reed | Stainless tea infuser | 48 |
| Jesse Palmer | Metal bookends | 20 |
| Jordan Reed | Metal bookends | 20 |
| Kendall Bennett | Insulated travel mug | 125 |
| Reese Lane | Insulated travel mug | 125 |
| Taylor Hayes | Insulated travel mug | 125 |
| Alex Foster | Insulated travel mug | 125 |
| Harper Hayes | Insulated travel mug | 125 |
| Jordan Foster | Insulated travel mug | 125 |
Sage Brooks3 products21 egos
Generated record ID: demo-42
21 distinct product-window-complete seed egos; 21 observed seed egos.
Observed count, including incomplete coverage: 21
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Riley Bennett | Cotton throw blanket | 111 |
| Avery Foster | Cotton throw blanket | 111 |
| Rowan Hayes | Cotton throw blanket | 111 |
| Sage Foster | Cotton throw blanket | 111 |
| Riley Ellis | Adjustable desk lamp | 27 |
| Avery Reed | Canvas tote bag | -1 |
| Cameron Carter | Adjustable desk lamp | 27 |
| Cameron Shaw | Adjustable desk lamp | 27 |
| Cameron Shaw | Canvas tote bag | 111 |
| Harper Shaw | Adjustable desk lamp | 27 |
| Casey Hayes | Adjustable desk lamp | 27 |
| Casey Hayes | Canvas tote bag | 111 |
| Parker Foster | Adjustable desk lamp | 27 |
| Parker Foster | Canvas tote bag | 111 |
| Elliot Foster | Adjustable desk lamp | 27 |
| Elliot Ellis | Adjustable desk lamp | 27 |
| Cameron Bennett | Adjustable desk lamp | 27 |
| Kendall Bennett | Adjustable desk lamp | 27 |
| Drew Carter | Adjustable desk lamp | 27 |
| Taylor Carter | Adjustable desk lamp | 27 |
| Taylor Carter | Canvas tote bag | 111 |
| Rowan Carter | Canvas tote bag | 111 |
| Lee Lane | Canvas tote bag | 111 |
| Reese Lane | Canvas tote bag | 111 |
| Lee Brooks | Canvas tote bag | 111 |
Avery Reed3 products20 egos
Generated record ID: demo-177
20 distinct product-window-complete seed egos; 20 observed seed egos.
Observed count, including incomplete coverage: 20
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Rowan Hayes | Adjustable desk lamp | 97 |
| Sage Brooks | Canvas tote bag | 20 |
| Riley Ellis | Adjustable desk lamp | 97 |
| Cameron Carter | Adjustable desk lamp | 97 |
| Jordan Brooks | Adjustable desk lamp | 97 |
| Jamie Bennett | Adjustable desk lamp | 97 |
| Cameron Reed | Adjustable desk lamp | 97 |
| Elliot Palmer | Adjustable desk lamp | 97 |
| Elliot Palmer | Portable picnic blanket | 167 |
| Reese Shaw | Adjustable desk lamp | 97 |
| Sage Shaw | Adjustable desk lamp | 97 |
| Parker Palmer | Adjustable desk lamp | 97 |
| Parker Palmer | Portable picnic blanket | 167 |
| Quinn Bennett | Adjustable desk lamp | 97 |
| Harper Foster | Adjustable desk lamp | 97 |
| Lee Foster | Adjustable desk lamp | 97 |
| Avery Brooks | Adjustable desk lamp | 97 |
| Cameron Shaw | Portable picnic blanket | 167 |
| Lee Palmer | Canvas tote bag | 20 |
| Harper Shaw | Portable picnic blanket | 167 |
| Taylor Palmer | Portable picnic blanket | 167 |
| Rowan Ellis | Canvas tote bag | 20 |
Reese Shaw2 products20 egos
Generated record ID: demo-215
20 distinct product-window-complete seed egos; 20 observed seed egos.
Observed count, including incomplete coverage: 20
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Rowan Hayes | Adjustable desk lamp | 90 |
| Riley Ellis | Adjustable desk lamp | 90 |
| Avery Reed | Adjustable desk lamp | 90 |
| Cameron Carter | Adjustable desk lamp | 90 |
| Jordan Brooks | Adjustable desk lamp | 90 |
| Jamie Bennett | Adjustable desk lamp | 90 |
| Cameron Reed | Adjustable desk lamp | 90 |
| Elliot Palmer | Adjustable desk lamp | 90 |
| Elliot Palmer | Fabric pencil case | 48 |
| Sage Shaw | Adjustable desk lamp | 90 |
| Sage Shaw | Fabric pencil case | 48 |
| Parker Palmer | Adjustable desk lamp | 90 |
| Quinn Bennett | Adjustable desk lamp | 90 |
| Harper Foster | Adjustable desk lamp | 90 |
| Avery Bennett | Adjustable desk lamp | 90 |
| Lee Foster | Adjustable desk lamp | 90 |
| Jamie Palmer | Fabric pencil case | 48 |
| Kendall Palmer | Fabric pencil case | 48 |
| Jordan Shaw | Fabric pencil case | 48 |
| Taylor Palmer | Fabric pencil case | 48 |
| Jesse Palmer | Fabric pencil case | 48 |
| Riley Shaw | Fabric pencil case | 48 |
Complete means product windows covered for captured five-star seed reviews. Seed histories may be truncated. Counts are public-trace evidence, not fraud probabilities.
PRODUCT-TIME STRUCTURE
Observed product bursts
| Product | Reviews | Reviewers | Window span | Corroboration mass |
|---|---|---|---|---|
| Adjustable desk lamp | 21 | 20 | 28 days | 441 |
| Stainless tea infuser | 17 | 17 | 20 days | 387 |
| Adjustable desk lamp | 17 | 17 | 28 days | 368 |
| Compact phone stand | 16 | 16 | 17 days | 339 |
| Felt desk organizer | 15 | 15 | 21 days | 324 |
| Metal bookends | 13 | 13 | 18 days | 297 |
| Fabric pencil case | 14 | 14 | 14 days | 293 |
| Adjustable desk lamp | 14 | 14 | 26 days | 258 |
| Bamboo drawer divider | 10 | 10 | 21 days | 250 |
| Portable picnic blanket | 9 | 9 | 13 days | 227 |
| Adjustable desk lamp | 13 | 13 | 28 days | 212 |
| Cotton oven mitts | 8 | 8 | 17 days | 192 |
Mass sums corroboration counts within an observed cluster. It is not a probability.
Search history
A reviewer’s history can be examined without producing an eligible ego. 75 of the 100 examined histories produced eligible egos with complete product-window coverage in this generated example.
| Step | Reviewer whose history we examined | Neighbors | Reviewers reached |
|---|---|---|---|
| 1 | Riley Bennett | 6 | 7 |
| 2 | Cameron Brooks | 1 | 7 |
| 3 | Avery Foster | 6 | 8 |
| 4 | Rowan Hayes | 41 | 44 |
| 5 | Riley Foster | 0 | 44 |
| 6 | Sage Foster | 6 | 45 |
| 7 | Sage Brooks | 33 | 69 |
| 8 | Riley Ellis | 47 | 74 |
| 9 | Avery Reed | 42 | 77 |
| 10 | Cameron Carter | 58 | 91 |
| 11 | Jordan Brooks | 35 | 93 |
| 12 | Jamie Bennett | 43 | 101 |
| 13 | Cameron Reed | 52 | 113 |
| 14 | Elliot Palmer | 64 | 121 |
| 15 | Dana Shaw | 0 | 121 |
| 16 | Reese Shaw | 45 | 123 |
| 17 | Quinn Hayes | 0 | 123 |
| 18 | Sage Shaw | 54 | 123 |
| 19 | Parker Palmer | 54 | 127 |
| 20 | Quinn Bennett | 36 | 127 |
| 21 | Harper Foster | 31 | 127 |
| 22 | Avery Bennett | 41 | 128 |
| 23 | Lee Foster | 36 | 128 |
| 24 | Rowan Lane | 22 | 128 |
| 25 | Alex Bennett | 0 | 128 |
| 26 | Avery Brooks | 38 | 132 |
| 27 | Reese Bennett | 0 | 132 |
| 28 | Elliot Bennett | 0 | 132 |
| 29 | Casey Shaw | 43 | 132 |
| 30 | Casey Reed | 47 | 133 |
| 31 | Jamie Palmer | 47 | 133 |
| 32 | Cameron Shaw | 46 | 134 |
| 33 | Lee Palmer | 37 | 134 |
| 34 | Quinn Reed | 29 | 134 |
| 35 | Kendall Palmer | 35 | 134 |
| 36 | Jordan Shaw | 28 | 134 |
| 37 | Jamie Shaw | 23 | 134 |
| 38 | Rowan Reed | 18 | 134 |
| 39 | Sage Reed | 25 | 134 |
| 40 | Harper Shaw | 26 | 134 |
| 41 | Taylor Palmer | 20 | 134 |
| 42 | Jesse Palmer | 21 | 134 |
| 43 | Jordan Reed | 20 | 134 |
| 44 | Riley Shaw | 23 | 134 |
| 45 | Riley Reed | 31 | 134 |
| 46 | Morgan Ellis | 0 | 134 |
| 47 | Emery Reed | 0 | 134 |
| 48 | Morgan Shaw | 19 | 134 |
| 49 | Dana Reed | 17 | 136 |
| 50 | Kendall Brooks | 21 | 139 |
| 51 | Rowan Shaw | 0 | 139 |
| 52 | Casey Hayes | 29 | 139 |
| 53 | Parker Foster | 32 | 139 |
| 54 | Drew Brooks | 0 | 139 |
| 55 | Elliot Foster | 23 | 143 |
| 56 | Elliot Ellis | 25 | 143 |
| 57 | Cameron Bennett | 23 | 144 |
| 58 | Kendall Bennett | 18 | 145 |
| 59 | Jamie Carter | 0 | 145 |
| 60 | Drew Lane | 0 | 145 |
| 61 | Drew Carter | 21 | 148 |
| 62 | Taylor Carter | 21 | 148 |
| 63 | Lee Carter | 0 | 148 |
| 64 | Cameron Hayes | 23 | 148 |
| 65 | Rowan Carter | 14 | 148 |
| 66 | Lee Lane | 14 | 149 |
| 67 | Reese Lane | 21 | 152 |
| 68 | Sage Carter | 0 | 152 |
| 69 | Jamie Lane | 0 | 152 |
| 70 | Lee Brooks | 14 | 154 |
| 71 | Jesse Hayes | 0 | 154 |
| 72 | Emery Lane | 27 | 155 |
| 73 | Harper Ellis | 19 | 155 |
| 74 | Elliot Brooks | 0 | 155 |
| 75 | Dana Carter | 26 | 156 |
| 76 | Drew Palmer | 19 | 157 |
| 77 | Dana Palmer | 21 | 157 |
| 78 | Morgan Lane | 15 | 159 |
| 79 | Alex Reed | 0 | 159 |
| 80 | Kendall Shaw | 8 | 159 |
| 81 | Kendall Reed | 17 | 159 |
| 82 | Elliot Shaw | 0 | 159 |
| 83 | Rowan Palmer | 0 | 159 |
| 84 | Rowan Ellis | 14 | 159 |
| 85 | Taylor Hayes | 18 | 159 |
| 86 | Jordan Carter | 0 | 159 |
| 87 | Kendall Lane | 0 | 159 |
| 88 | Alex Foster | 11 | 159 |
| 89 | Jordan Bennett | 13 | 159 |
| 90 | Jesse Reed | 9 | 161 |
| 91 | Harper Hayes | 10 | 162 |
| 92 | Morgan Brooks | 0 | 162 |
| 93 | Jordan Foster | 10 | 162 |
| 94 | Harper Carter | 16 | 162 |
| 95 | Taylor Bennett | 0 | 162 |
| 96 | Casey Ellis | 12 | 162 |
| 97 | Avery Carter | 14 | 162 |
| 98 | Emery Hayes | 12 | 163 |
| 99 | Lee Shaw | 0 | 163 |
| 100 | Reese Foster | 10 | 163 |
Each example was computed with the paper’s existing Python implementation on generated records, using fixed random seed 42. Choosing settings opens the matching precomputed result. No real accounts are included. Explore the completed Amazon 2023 findings →