Observed in this example
22 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
22 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
0–27 daysbetween the paired five-star reviews
The search examined 100 reviewer histories and found 168 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 3. 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 3, 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 3 are set aside for this choice. Their evidence still counts, and their reported corroboration can keep growing beyond 3. 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 lamp11 supporting histories1–27 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 |
|---|---|---|---|---|
| Jamie Bennett | 2019-03-175 stars | 2019-04-105 stars | 24 days after | Jamie Bennett: markedEmery Palmer: marked |
| Elliot Palmer | 2019-04-015 stars | 2019-04-105 stars | 9 days after | Elliot Palmer: markedEmery Palmer: marked |
| Reese Shaw | 2019-04-045 stars | 2019-04-105 stars | 6 days after | Reese 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 |
| Sage Palmer | 2019-04-115 stars | 2019-04-105 stars | 1 day before | Sage Palmer: markedEmery Palmer: marked |
| Alex Shaw | 2019-04-115 stars | 2019-04-105 stars | 1 day before | Alex Shaw: 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 |
| Quinn Foster | 2019-04-225 stars | 2019-04-105 stars | 12 days before | Quinn Foster: not markedEmery Palmer: marked |
| Avery Brooks | 2019-05-035 stars | 2019-04-105 stars | 23 days before | Avery Brooks: markedEmery Palmer: marked |
| Elliot Palmer | 2019-04-015 stars | 2019-04-185 stars | 17 days after | Elliot Palmer: markedEmery Palmer: marked |
| Reese Shaw | 2019-04-045 stars | 2019-04-185 stars | 14 days after | Reese 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 |
| Sage Palmer | 2019-04-115 stars | 2019-04-185 stars | 7 days after | Sage Palmer: markedEmery Palmer: marked |
| Alex Shaw | 2019-04-115 stars | 2019-04-185 stars | 7 days after | Alex Shaw: 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 |
| Quinn Foster | 2019-04-225 stars | 2019-04-185 stars | 4 days before | Quinn Foster: not markedEmery Palmer: marked |
| Avery Brooks | 2019-05-035 stars | 2019-04-185 stars | 15 days before | Avery Brooks: markedEmery Palmer: marked |
| Casey Reed | 2019-05-155 stars | 2019-04-185 stars | 27 days before | Casey 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 stand5 supporting histories1–11 days apartView all paired recordsOne example pair · both reviews give five starsQuinn Reedhistory examined5 days apartEmery Palmerthis reviewer
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 |
|---|---|---|---|---|
| Quinn Reed | 2019-06-065 stars | 2019-06-115 stars | 5 days after | Quinn Reed: markedEmery Palmer: marked |
| Jamie Palmer | 2019-06-085 stars | 2019-06-115 stars | 3 days after | Jamie 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 |
| 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 organizer6 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 |
|---|---|---|---|---|
| Sage Palmer | 2019-05-245 stars | 2019-06-095 stars | 16 days after | Sage Palmer: markedEmery Palmer: marked |
| 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 |
| Riley Shaw | 2019-05-315 stars | 2019-06-095 stars | 9 days after | Riley Shaw: 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 histories1–11 days apartView all paired recordsOne example pair · both reviews give five starsElliot Palmerhistory examined1 day apartEmery Palmerthis reviewer
Emery Palmer gave five stars on 2019-01-20. 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 |
| Sage Palmer | 2019-01-185 stars | 2019-01-205 stars | 2 days after | Sage Palmer: markedEmery Palmer: marked |
| Elliot Palmer | 2019-01-195 stars | 2019-01-205 stars | 1 day after | Elliot Palmer: markedEmery Palmer: marked |
| Jamie Palmer | 2019-01-255 stars | 2019-01-205 stars | 5 days before | Jamie Palmer: markedEmery Palmer: marked |
| Harper Reed | 2019-01-255 stars | 2019-01-205 stars | 5 days before | Harper Reed: 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 |
“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 divider5 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 |
| 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 |
| 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 case7 supporting histories1–13 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 |
| 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 |
| Sage Palmer | 2019-03-045 stars | 2019-03-095 stars | 5 days after | Sage Palmer: markedEmery Palmer: marked |
| Taylor Palmer | 2019-03-065 stars | 2019-03-095 stars | 3 days after | Taylor Palmer: 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 set2 supporting histories2–5 days apartView all paired recordsOne example pair · both reviews give five starsEmery Palmerthis reviewer5 days apartAlex Shawhistory 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 |
|---|---|---|---|---|
| Parker Palmer | 2019-05-115 stars | 2019-05-095 stars | 2 days before | Parker Palmer: markedEmery Palmer: marked |
| Alex Shaw | 2019-05-145 stars | 2019-05-095 stars | 5 days before | Alex 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 infuser6 supporting histories1–12 days apartView all paired recordsOne example pair · both reviews give five starsQuinn Reedhistory examined6 days 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 |
|---|---|---|---|---|
| Lee Palmer | 2019-02-235 stars | 2019-03-075 stars | 12 days after | Lee Palmer: markedEmery Palmer: marked |
| Harper Reed | 2019-02-245 stars | 2019-03-075 stars | 11 days after | Harper Reed: 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 |
| 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 mitts4 supporting histories0–8 days apartView all paired recordsOne example pair · both reviews give five starsEmery Palmerthis reviewer8 days apartElliot Palmerhistory examined
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 |
|---|---|---|---|---|
| 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 |
| 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 22 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 |
| Quinn Reed | 4 | Compact phone stand, Stainless tea infuser | +1 ego |
| Jamie Bennett | 2 | Adjustable desk lamp, Compact phone stand | +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 |
| Harper Foster | 2 | Adjustable desk lamp | +1 ego |
| Lee Palmer | 5 | Compact phone stand, Bamboo drawer divider, Stainless tea infuser, Cotton oven mitts | +1 ego |
| Casey Reed | 5 | Adjustable desk lamp, Felt desk organizer, Bamboo drawer divider, Stainless tea infuser | +1 ego |
| Avery Brooks | 3 | Adjustable desk lamp | +1 ego |
| Dana Reed | 2 | Compact phone stand | +1 ego |
| Jordan Reed | 3 | Metal bookends, Bamboo drawer divider, Clip-on reading light | +1 ego |
| Jesse Palmer | 2 | Metal bookends, Fabric pencil case | +1 ego |
| Kendall Reed | 3 | Felt desk organizer, Clip-on reading light | +1 ego |
| Taylor Palmer | 2 | Fabric pencil case | +1 ego |
| Kendall Shaw | 2 | Cotton oven mitts | +1 ego |
| Harper Reed | 3 | Metal bookends, 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 |
| Quinn Foster | 2 | Adjustable desk lamp | +1 ego |
| Alex Shaw | 3 | Adjustable desk lamp, Silicone spatula set | +1 ego |
| Parker Palmer | 7 | Adjustable desk lamp, Metal bookends, Silicone spatula set | +1 ego |
| Riley Shaw | 2 | Felt desk organizer, Fabric pencil case | +1 ego |
| Sage Palmer | 4 | Adjustable desk lamp, Felt desk organizer, Metal bookends, Fabric pencil case | +1 ego |
| Distinct supporting histories | 22 | ||
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 |
| Soft reading pillow | P00020 |
| 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 |
| Silicone sink strainer | P00047 |
| 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 3 · ±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 windows61seed egos
Highest corroboration22distinct 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 products22 egos
Generated record ID: demo-161
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 | 97 |
| Rowan Hayes | Adjustable desk lamp | 104 |
| Quinn Reed | Compact phone stand | 160 |
| Quinn Reed | Stainless tea infuser | 62 |
| Jamie Bennett | Adjustable desk lamp | 97 |
| Jamie Bennett | Compact phone stand | 160 |
| 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 |
| Harper Foster | Adjustable desk lamp | 97 |
| Harper Foster | Adjustable desk lamp | 104 |
| Lee Palmer | Compact phone stand | 160 |
| Lee Palmer | Bamboo drawer divider | 55 |
| Lee Palmer | Stainless tea infuser | 62 |
| Lee Palmer | Cotton oven mitts | 104 |
| Casey Reed | Adjustable desk lamp | 104 |
| Casey Reed | Felt desk organizer | 153 |
| Casey Reed | Bamboo drawer divider | 55 |
| Casey Reed | Stainless tea infuser | 62 |
| Avery Brooks | Adjustable desk lamp | 97 |
| Avery Brooks | Adjustable desk lamp | 104 |
| Dana Reed | Compact phone stand | 160 |
| Jordan Reed | Metal bookends | 13 |
| Jordan Reed | Bamboo drawer divider | 55 |
| Jordan Reed | Clip-on reading light | 76 |
| Jesse Palmer | Metal bookends | 13 |
| Jesse Palmer | Fabric pencil case | 62 |
| Kendall Reed | Felt desk organizer | 153 |
| Kendall Reed | Clip-on reading light | 76 |
| Taylor Palmer | Fabric pencil case | 62 |
| Kendall Shaw | Cotton oven mitts | 104 |
| Harper Reed | Metal bookends | 13 |
| Harper 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 |
| Quinn Foster | Adjustable desk lamp | 97 |
| Quinn Foster | Adjustable desk lamp | 104 |
| Alex Shaw | Adjustable desk lamp | 97 |
| Alex Shaw | Adjustable desk lamp | 104 |
| Alex Shaw | Silicone spatula set | 125 |
| Parker Palmer | Adjustable desk lamp | 97 |
| Parker Palmer | Adjustable desk lamp | 104 |
| Parker Palmer | Metal bookends | 13 |
| Parker Palmer | Silicone spatula set | 125 |
| Riley Shaw | Felt desk organizer | 153 |
| Riley Shaw | Fabric pencil case | 62 |
| Sage Palmer | Adjustable desk lamp | 97 |
| Sage Palmer | Adjustable desk lamp | 104 |
| Sage Palmer | Felt desk organizer | 153 |
| Sage Palmer | Metal bookends | 13 |
| Sage Palmer | Fabric pencil case | 62 |
Harper Palmer6 products21 egos
Generated record ID: demo-162
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 | Adjustable desk lamp | 97 |
| Quinn Reed | Compact phone stand | 160 |
| Jamie Bennett | Adjustable desk lamp | 97 |
| Jamie Bennett | Compact phone stand | 160 |
| 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 |
| Harper Foster | Adjustable desk lamp | 97 |
| Lee Palmer | Compact phone stand | 160 |
| Casey Reed | Felt desk organizer | 146 |
| Avery Brooks | Adjustable desk lamp | 97 |
| Dana Reed | Compact phone stand | 160 |
| Jordan Reed | Metal bookends | 20 |
| Jesse Palmer | Metal bookends | 20 |
| Kendall Reed | Felt desk organizer | 146 |
| Taylor Palmer | Portable picnic blanket | 160 |
| Harper Reed | Metal bookends | 20 |
| Jamie Palmer | Compact phone stand | 160 |
| Jamie Palmer | Felt desk organizer | 146 |
| Jamie Palmer | Metal bookends | 20 |
| Quinn Foster | Adjustable desk lamp | 97 |
| Alex Shaw | Adjustable desk lamp | 97 |
| Alex Shaw | Silicone spatula set | 132 |
| Parker Palmer | Adjustable desk lamp | 97 |
| Parker Palmer | Metal bookends | 20 |
| Parker Palmer | Silicone spatula set | 132 |
| Parker Palmer | Portable picnic blanket | 160 |
| Riley Shaw | Felt desk organizer | 146 |
| Sage Palmer | Adjustable desk lamp | 97 |
| Sage Palmer | Felt desk organizer | 146 |
| Sage Palmer | Metal bookends | 20 |
Elliot Palmer9 products20 egos
Generated record ID: demo-160
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 |
| Quinn Reed | Stainless tea infuser | 62 |
| Jamie Bennett | Adjustable desk lamp | 90 |
| Rowan Lane | Adjustable desk lamp | 90 |
| Reese Shaw | Adjustable desk lamp | 90 |
| Reese Shaw | Fabric pencil case | 55 |
| Harper Foster | Adjustable desk lamp | 90 |
| Lee Palmer | Bamboo drawer divider | 41 |
| Lee Palmer | Stainless tea infuser | 62 |
| Lee Palmer | Cotton oven mitts | 111 |
| Casey Reed | Felt desk organizer | 146 |
| Casey Reed | Bamboo drawer divider | 41 |
| Casey Reed | Stainless tea infuser | 62 |
| Jordan Reed | Metal bookends | 13 |
| Jordan Reed | Bamboo drawer divider | 41 |
| Jordan Reed | Clip-on reading light | 55 |
| Jesse Palmer | Metal bookends | 13 |
| Jesse Palmer | Fabric pencil case | 55 |
| Kendall Reed | Felt desk organizer | 146 |
| Kendall Reed | Clip-on reading light | 55 |
| Taylor Palmer | Fabric pencil case | 55 |
| Taylor Palmer | Portable picnic blanket | 160 |
| Kendall Shaw | Cotton oven mitts | 111 |
| Harper Reed | Metal bookends | 13 |
| Harper 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 |
| Quinn Foster | Adjustable desk lamp | 90 |
| Alex Shaw | Adjustable desk lamp | 90 |
| Parker Palmer | Adjustable desk lamp | 90 |
| Parker Palmer | Metal bookends | 13 |
| Parker Palmer | Portable picnic blanket | 160 |
| Riley Shaw | Felt desk organizer | 146 |
| Riley Shaw | Fabric pencil case | 55 |
| Sage Palmer | Adjustable desk lamp | 90 |
| Sage Palmer | Felt desk organizer | 146 |
| Sage Palmer | Metal bookends | 13 |
| Sage Palmer | Fabric pencil case | 55 |
Cameron Carter1 products20 egos
Generated record ID: demo-47
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 | 111 |
| Jamie Bennett | Adjustable desk lamp | 48 |
| Elliot Palmer | Adjustable desk lamp | 111 |
| Rowan Lane | Adjustable desk lamp | 48 |
| Reese Shaw | Adjustable desk lamp | 111 |
| Harper Foster | Adjustable desk lamp | 111 |
| Casey Reed | Adjustable desk lamp | 111 |
| Casey Reed | Adjustable desk lamp | 153 |
| Avery Brooks | Adjustable desk lamp | 111 |
| Casey Hayes | Adjustable desk lamp | 48 |
| Cameron Hayes | Adjustable desk lamp | 153 |
| Parker Foster | Adjustable desk lamp | 48 |
| Elliot Foster | Adjustable desk lamp | 48 |
| Emery Lane | 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 |
| Quinn Foster | Adjustable desk lamp | 111 |
| Alex Shaw | Adjustable desk lamp | 111 |
| Parker Palmer | Adjustable desk lamp | 111 |
| Sage Palmer | Adjustable desk lamp | 111 |
Cameron Reed4 products19 egos
Generated record ID: demo-179
19 distinct product-window-complete seed egos; 19 observed seed egos.
Observed count, including incomplete coverage: 19
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Rowan Hayes | 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 |
| Rowan Lane | Adjustable desk lamp | 83 |
| Reese Shaw | Adjustable desk lamp | 83 |
| Harper Foster | Adjustable desk lamp | 83 |
| Lee Palmer | Canvas tote bag | 55 |
| Lee Palmer | Cotton oven mitts | 97 |
| Jordan Reed | Metal bookends | 27 |
| Jesse Palmer | Metal bookends | 27 |
| Parker Foster | Canvas tote bag | 55 |
| Rowan Ellis | Canvas tote bag | 55 |
| Kendall Shaw | Cotton oven mitts | 97 |
| Reese Hayes | Canvas tote bag | 55 |
| Harper Reed | Metal bookends | 27 |
| Jamie Palmer | Metal bookends | 27 |
| Jamie Palmer | Cotton oven mitts | 97 |
| Quinn Foster | Adjustable desk lamp | 83 |
| Alex Shaw | Adjustable desk lamp | 83 |
| Parker Palmer | Adjustable desk lamp | 83 |
| Parker Palmer | Metal bookends | 27 |
| Sage Palmer | Adjustable desk lamp | 83 |
| Sage Palmer | Metal bookends | 27 |
Sage Shaw4 products19 egos
Generated record ID: demo-218
19 distinct product-window-complete seed egos; 19 observed seed egos.
Observed count, including incomplete coverage: 19
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Rowan Hayes | Adjustable desk lamp | 90 |
| Quinn Reed | Stainless tea infuser | 41 |
| Jamie Bennett | Adjustable desk lamp | 90 |
| 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 |
| Harper Foster | Adjustable desk lamp | 90 |
| Lee Palmer | Stainless tea infuser | 41 |
| Lee Palmer | Cotton oven mitts | 111 |
| Casey Reed | Stainless tea infuser | 41 |
| Avery Brooks | Adjustable desk lamp | 90 |
| Jesse Palmer | Fabric pencil case | 55 |
| Taylor Palmer | Fabric pencil case | 55 |
| Kendall Shaw | Cotton oven mitts | 111 |
| Harper Reed | Stainless tea infuser | 41 |
| Jamie Palmer | Fabric pencil case | 55 |
| Jamie Palmer | Stainless tea infuser | 41 |
| Jamie Palmer | Cotton oven mitts | 111 |
| Quinn Foster | Adjustable desk lamp | 90 |
| Alex Shaw | Adjustable desk lamp | 90 |
| Parker Palmer | Adjustable desk lamp | 90 |
| Riley Shaw | Fabric pencil case | 55 |
| Sage Palmer | Adjustable desk lamp | 90 |
| Sage Palmer | Fabric pencil case | 55 |
Morgan Palmer4 products18 egos
Generated record ID: demo-168
18 distinct product-window-complete seed egos; 18 observed seed egos.
Observed count, including incomplete coverage: 18
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Rowan Hayes | Adjustable desk lamp | 97 |
| Quinn Reed | Compact phone stand | 153 |
| Quinn Reed | Reusable water bottle | 27 |
| Jamie Bennett | Adjustable desk lamp | 97 |
| Jamie Bennett | Compact phone stand | 153 |
| Elliot Palmer | Adjustable desk lamp | 97 |
| Elliot Palmer | Felt desk organizer | 146 |
| Reese Shaw | Adjustable desk lamp | 97 |
| Harper Foster | Adjustable desk lamp | 97 |
| Lee Palmer | Compact phone stand | 153 |
| Casey Reed | Reusable water bottle | 27 |
| Casey Reed | Felt desk organizer | 146 |
| Avery Brooks | Adjustable desk lamp | 97 |
| Dana Reed | Compact phone stand | 153 |
| Kendall Reed | Felt desk organizer | 146 |
| Jesse Reed | Reusable water bottle | 27 |
| Jamie Palmer | Compact phone stand | 153 |
| Jamie Palmer | Reusable water bottle | 27 |
| Jamie Palmer | Felt desk organizer | 146 |
| Quinn Foster | Adjustable desk lamp | 97 |
| Alex Shaw | Adjustable desk lamp | 97 |
| Parker Palmer | Adjustable desk lamp | 97 |
| Riley Shaw | Felt desk organizer | 146 |
| Sage Palmer | Adjustable desk lamp | 97 |
| Sage Palmer | Felt desk organizer | 146 |
Jamie Palmer9 products17 egos
Generated record ID: demo-163
17 distinct product-window-complete seed egos; 17 observed seed egos.
Observed count, including incomplete coverage: 17
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Quinn Reed | Compact phone stand | 153 |
| Quinn Reed | Reusable water bottle | 27 |
| Quinn Reed | Stainless tea infuser | 55 |
| Jamie Bennett | Compact phone stand | 153 |
| 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 |
| Lee Palmer | Compact phone stand | 153 |
| Lee Palmer | Bamboo drawer divider | 41 |
| Lee Palmer | Stainless tea infuser | 55 |
| Lee Palmer | Cotton oven mitts | 97 |
| Casey Reed | Reusable water bottle | 27 |
| Casey Reed | Felt desk organizer | 160 |
| Casey Reed | Bamboo drawer divider | 41 |
| Casey Reed | Stainless tea infuser | 55 |
| Dana Reed | Compact phone stand | 153 |
| Jordan Reed | Metal bookends | 20 |
| Jordan Reed | Bamboo drawer divider | 41 |
| Jordan Reed | Clip-on reading light | 76 |
| Jesse Palmer | Metal bookends | 20 |
| Jesse Palmer | Fabric pencil case | 62 |
| Kendall Reed | Felt desk organizer | 160 |
| Kendall Reed | Clip-on reading light | 76 |
| Taylor Palmer | Fabric pencil case | 62 |
| Jesse Reed | Reusable water bottle | 27 |
| Kendall Shaw | Cotton oven mitts | 97 |
| Harper Reed | Metal bookends | 20 |
| Harper Reed | Stainless tea infuser | 55 |
| Parker Palmer | Metal bookends | 20 |
| Riley Shaw | Felt desk organizer | 160 |
| Riley Shaw | Fabric pencil case | 62 |
| Sage Palmer | Felt desk organizer | 160 |
| Sage Palmer | Metal bookends | 20 |
| Sage Palmer | Fabric pencil case | 62 |
Riley Palmer3 products17 egos
Generated record ID: demo-172
17 distinct product-window-complete seed egos; 17 observed seed egos.
Observed count, including incomplete coverage: 17
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Rowan Hayes | Adjustable desk lamp | 104 |
| Quinn Reed | Stainless tea infuser | 48 |
| Elliot Palmer | Adjustable desk lamp | 104 |
| Elliot Palmer | Felt desk organizer | 146 |
| Elliot Palmer | Stainless tea infuser | 48 |
| Reese Shaw | Adjustable desk lamp | 104 |
| Harper Foster | Adjustable desk lamp | 104 |
| Lee Palmer | Stainless tea infuser | 48 |
| Casey Reed | Adjustable desk lamp | 104 |
| Casey Reed | Felt desk organizer | 146 |
| Casey Reed | Stainless tea infuser | 48 |
| Avery Brooks | Adjustable desk lamp | 104 |
| Kendall Reed | Felt desk organizer | 146 |
| Drew Palmer | Adjustable desk lamp | 104 |
| Harper Reed | Stainless tea infuser | 48 |
| Jamie Palmer | Felt desk organizer | 146 |
| Jamie Palmer | Stainless tea infuser | 48 |
| Quinn Foster | Adjustable desk lamp | 104 |
| Alex Shaw | Adjustable desk lamp | 104 |
| Parker Palmer | Adjustable desk lamp | 104 |
| Riley Shaw | Felt desk organizer | 146 |
| Sage Palmer | Adjustable desk lamp | 104 |
| Sage Palmer | Felt desk organizer | 146 |
Sage Palmer4 products17 egos
Generated record ID: demo-174
17 distinct product-window-complete seed egos; 17 observed seed egos.
Observed count, including incomplete coverage: 17
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Rowan Hayes | Adjustable desk lamp | 97 |
| Jamie Bennett | Adjustable desk lamp | 97 |
| 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 |
| Harper Foster | Adjustable desk lamp | 97 |
| Casey Reed | Felt desk organizer | 139 |
| Avery Brooks | Adjustable desk lamp | 97 |
| Jordan Reed | Metal bookends | 13 |
| Jesse Palmer | Metal bookends | 13 |
| Jesse Palmer | Fabric pencil case | 62 |
| Kendall Reed | Felt desk organizer | 139 |
| Taylor Palmer | Fabric pencil case | 62 |
| Harper Reed | Metal bookends | 13 |
| Jamie Palmer | Felt desk organizer | 139 |
| Jamie Palmer | Metal bookends | 13 |
| Jamie Palmer | Fabric pencil case | 62 |
| Quinn Foster | Adjustable desk lamp | 97 |
| Alex Shaw | Adjustable desk lamp | 97 |
| Parker Palmer | Adjustable desk lamp | 97 |
| Parker Palmer | Metal bookends | 13 |
| Riley Shaw | Felt desk organizer | 139 |
| Riley Shaw | Fabric pencil case | 62 |
Drew Reed2 products17 egos
Generated record ID: demo-181
17 distinct product-window-complete seed egos; 17 observed seed egos.
Observed count, including incomplete coverage: 17
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Rowan Hayes | Adjustable desk lamp | 97 |
| Jamie Bennett | Adjustable desk lamp | 97 |
| Elliot Palmer | Adjustable desk lamp | 97 |
| Elliot Palmer | Portable picnic blanket | 174 |
| Reese Shaw | Adjustable desk lamp | 97 |
| Harper Foster | Adjustable desk lamp | 97 |
| Casey Reed | Adjustable desk lamp | 153 |
| Avery Brooks | Adjustable desk lamp | 97 |
| Taylor Palmer | Portable picnic blanket | 174 |
| Cameron Hayes | Adjustable desk lamp | 153 |
| Emery Lane | Adjustable desk lamp | 153 |
| Drew Palmer | Adjustable desk lamp | 153 |
| Dana Palmer | Adjustable desk lamp | 153 |
| Morgan Lane | Adjustable desk lamp | 153 |
| Quinn Foster | Adjustable desk lamp | 97 |
| Alex Shaw | Adjustable desk lamp | 97 |
| Parker Palmer | Adjustable desk lamp | 97 |
| Parker Palmer | Portable picnic blanket | 174 |
| Sage Palmer | Adjustable desk lamp | 97 |
Quinn Ellis2 products17 egos
Generated record ID: demo-82
17 distinct product-window-complete seed egos; 17 observed seed egos.
Observed count, including incomplete coverage: 17
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Rowan Hayes | Adjustable desk lamp | 83 |
| Jamie Bennett | Adjustable desk lamp | 83 |
| Elliot Palmer | Adjustable desk lamp | 83 |
| Rowan Lane | Adjustable desk lamp | 83 |
| Reese Shaw | Adjustable desk lamp | 83 |
| Harper Foster | Adjustable desk lamp | 83 |
| Jordan Bennett | Insulated travel mug | 34 |
| Casey Ellis | Insulated travel mug | 34 |
| Dana Palmer | Insulated travel mug | 34 |
| Avery Carter | Insulated travel mug | 34 |
| Emery Hayes | Insulated travel mug | 34 |
| Casey Carter | Insulated travel mug | 34 |
| Reese Foster | Insulated travel mug | 34 |
| Quinn Foster | Adjustable desk lamp | 83 |
| Alex Shaw | Adjustable desk lamp | 83 |
| Parker Palmer | Adjustable desk lamp | 83 |
| Sage Palmer | Adjustable desk lamp | 83 |
Parker Palmer5 products16 egos
Generated record ID: demo-169
16 distinct product-window-complete seed egos; 16 observed seed egos.
Observed count, including incomplete coverage: 16
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Rowan Hayes | Adjustable desk lamp | 90 |
| Rowan Hayes | Adjustable desk lamp | 104 |
| Jamie Bennett | Adjustable desk lamp | 90 |
| 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 |
| Harper Foster | Adjustable desk lamp | 90 |
| Harper Foster | Adjustable desk lamp | 104 |
| Casey Reed | Adjustable desk lamp | 104 |
| Avery Brooks | Adjustable desk lamp | 90 |
| Avery Brooks | Adjustable desk lamp | 104 |
| Jordan Reed | Metal bookends | 13 |
| Jesse Palmer | Metal bookends | 13 |
| Taylor Palmer | Portable picnic blanket | 160 |
| Riley Hayes | Woven storage basket | 139 |
| Harper Reed | Metal bookends | 13 |
| Jamie Palmer | Metal bookends | 13 |
| Quinn Foster | Adjustable desk lamp | 90 |
| Quinn Foster | Adjustable desk lamp | 104 |
| Alex Shaw | Adjustable desk lamp | 90 |
| Alex Shaw | Adjustable desk lamp | 104 |
| Alex Shaw | Silicone spatula set | 125 |
| Sage Palmer | Adjustable desk lamp | 90 |
| Sage Palmer | Adjustable desk lamp | 104 |
| Sage Palmer | Metal bookends | 13 |
Reese Palmer3 products16 egos
Generated record ID: demo-171
16 distinct product-window-complete seed egos; 16 observed seed egos.
Observed count, including incomplete coverage: 16
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Rowan Hayes | 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 |
| Harper Foster | Adjustable desk lamp | 104 |
| Lee Palmer | Bamboo drawer divider | 48 |
| Casey Reed | Adjustable desk lamp | 104 |
| Casey Reed | Bamboo drawer divider | 48 |
| Avery Brooks | Adjustable desk lamp | 104 |
| Jordan Reed | Bamboo drawer divider | 48 |
| Jesse Palmer | Fabric pencil case | 55 |
| Taylor Palmer | Fabric pencil case | 55 |
| Jamie Palmer | Bamboo drawer divider | 48 |
| Jamie Palmer | Fabric pencil case | 55 |
| Quinn Foster | Adjustable desk lamp | 104 |
| Alex Shaw | Adjustable desk lamp | 104 |
| Parker Palmer | Adjustable desk lamp | 104 |
| Riley Shaw | Fabric pencil case | 55 |
| Sage Palmer | Adjustable desk lamp | 104 |
| Sage Palmer | Fabric pencil case | 55 |
Rowan Hayes4 products15 egos
Generated record ID: demo-129
15 distinct product-window-complete seed egos; 15 observed seed egos.
Observed count, including incomplete coverage: 15
| 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 |
| Jamie Bennett | Adjustable desk lamp | 97 |
| Elliot Palmer | Adjustable desk lamp | 97 |
| Rowan Lane | Glass storage jars | 83 |
| Reese Shaw | Adjustable desk lamp | 97 |
| Harper Foster | Adjustable desk lamp | 97 |
| Avery Brooks | Adjustable desk lamp | 97 |
| Casey Hayes | Cotton throw blanket | 174 |
| Emery Hayes | Magnetic kitchen timer | 167 |
| Quinn Foster | Adjustable desk lamp | 97 |
| Alex Shaw | Adjustable desk lamp | 97 |
| Parker Palmer | Adjustable desk lamp | 97 |
| Sage Palmer | Adjustable desk lamp | 97 |
Jordan Palmer5 products15 egos
Generated record ID: demo-165
15 distinct product-window-complete seed egos; 15 observed seed egos.
Observed count, including incomplete coverage: 15
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Quinn Reed | Reusable water bottle | 27 |
| Quinn Reed | Stainless tea infuser | 48 |
| Elliot Palmer | Metal bookends | 20 |
| Elliot Palmer | Clip-on reading light | 69 |
| Elliot Palmer | Stainless tea infuser | 48 |
| Lee Palmer | Stainless tea infuser | 48 |
| Casey Reed | Reusable water bottle | 27 |
| Casey Reed | Stainless tea infuser | 48 |
| Jordan Reed | Metal bookends | 20 |
| Jordan Reed | Clip-on reading light | 69 |
| Jesse Palmer | Metal bookends | 20 |
| Kendall Reed | Clip-on reading light | 69 |
| Jesse Reed | Reusable water bottle | 27 |
| Elliot Foster | Insulated travel mug | 167 |
| Jordan Foster | Insulated travel mug | 167 |
| Rowan Foster | Insulated travel mug | 167 |
| Harper Reed | Metal bookends | 20 |
| Harper 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 |
| Parker Palmer | Metal bookends | 20 |
| Sage Palmer | Metal bookends | 20 |
Casey Reed5 products15 egos
Generated record ID: demo-178
15 distinct product-window-complete seed egos; 15 observed seed egos.
Observed count, including incomplete coverage: 15
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Quinn Reed | Reusable water bottle | 20 |
| Quinn Reed | Stainless tea infuser | 55 |
| Elliot Palmer | Felt desk organizer | 160 |
| Elliot Palmer | Bamboo drawer divider | 48 |
| Elliot Palmer | Stainless tea infuser | 55 |
| Lee Palmer | Bamboo drawer divider | 48 |
| Lee Palmer | Stainless tea infuser | 55 |
| Avery Brooks | Adjustable desk lamp | 132 |
| Jordan Reed | Bamboo drawer divider | 48 |
| Kendall Reed | Felt desk organizer | 160 |
| Jesse Reed | Reusable water bottle | 20 |
| Emery Lane | Adjustable desk lamp | 132 |
| Drew Palmer | Adjustable desk lamp | 132 |
| Harper Reed | Stainless tea infuser | 55 |
| Jamie Palmer | Reusable water bottle | 20 |
| Jamie Palmer | Felt desk organizer | 160 |
| Jamie Palmer | Bamboo drawer divider | 48 |
| Jamie Palmer | Stainless tea infuser | 55 |
| Quinn Foster | Adjustable desk lamp | 132 |
| Parker Palmer | Adjustable desk lamp | 132 |
| Riley Shaw | Felt desk organizer | 160 |
| Sage Palmer | Felt desk organizer | 160 |
Casey Shaw4 products15 egos
Generated record ID: demo-200
15 distinct product-window-complete seed egos; 15 observed seed egos.
Observed count, including incomplete coverage: 15
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Quinn Reed | Compact phone stand | 153 |
| Jamie Bennett | Compact phone stand | 153 |
| Elliot Palmer | Bamboo drawer divider | 55 |
| Harper Foster | Adjustable desk lamp | 132 |
| Lee Palmer | Compact phone stand | 153 |
| Lee Palmer | Bamboo drawer divider | 55 |
| Casey Reed | Adjustable desk lamp | 132 |
| Casey Reed | Bamboo drawer divider | 55 |
| Avery Brooks | Adjustable desk lamp | 132 |
| Dana Reed | Compact phone stand | 153 |
| Jordan Reed | Bamboo drawer divider | 55 |
| Emery Lane | Adjustable desk lamp | 132 |
| Drew Palmer | Adjustable desk lamp | 132 |
| Jamie Palmer | Compact phone stand | 153 |
| Jamie Palmer | Bamboo drawer divider | 55 |
| Quinn Foster | Adjustable desk lamp | 132 |
| Alex Shaw | Silicone spatula set | 125 |
| Parker Palmer | Adjustable desk lamp | 132 |
| Parker Palmer | Silicone spatula set | 125 |
Casey Brooks2 products15 egos
Generated record ID: demo-24
15 distinct product-window-complete seed egos; 15 observed seed egos.
Observed count, including incomplete coverage: 15
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Rowan Hayes | Adjustable desk lamp | 97 |
| Jamie Bennett | Adjustable desk lamp | 97 |
| Elliot Palmer | Adjustable desk lamp | 97 |
| Reese Shaw | Adjustable desk lamp | 97 |
| Harper Foster | Adjustable desk lamp | 97 |
| Avery Brooks | Adjustable desk lamp | 97 |
| Casey Ellis | Insulated travel mug | 13 |
| Avery Carter | Insulated travel mug | 13 |
| Emery Hayes | Insulated travel mug | 13 |
| Cameron Palmer | Insulated travel mug | 13 |
| Reese Foster | Insulated travel mug | 13 |
| Quinn Foster | Adjustable desk lamp | 97 |
| Alex Shaw | Adjustable desk lamp | 97 |
| Parker Palmer | Adjustable desk lamp | 97 |
| Sage Palmer | Adjustable desk lamp | 97 |
Kendall Palmer4 products14 egos
Generated record ID: demo-166
14 distinct product-window-complete seed egos; 14 observed seed egos.
Observed count, including incomplete coverage: 14
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Quinn Reed | Compact phone stand | 160 |
| Quinn Reed | Reusable water bottle | 27 |
| Quinn Reed | Stainless tea infuser | 55 |
| Jamie Bennett | Compact phone stand | 160 |
| Elliot Palmer | Fabric pencil case | 55 |
| Elliot Palmer | Stainless tea infuser | 55 |
| Reese Shaw | Fabric pencil case | 55 |
| Lee Palmer | Compact phone stand | 160 |
| Lee Palmer | Stainless tea infuser | 55 |
| Casey Reed | Reusable water bottle | 27 |
| Casey Reed | Stainless tea infuser | 55 |
| Dana Reed | Compact phone stand | 160 |
| Jesse Palmer | Fabric pencil case | 55 |
| Taylor Palmer | Fabric pencil case | 55 |
| Jesse Reed | Reusable water bottle | 27 |
| Harper 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 |
| Riley Shaw | Fabric pencil case | 55 |
| Sage Palmer | Fabric pencil case | 55 |
Taylor Reed2 products14 egos
Generated record ID: demo-197
14 distinct product-window-complete seed egos; 14 observed seed egos.
Observed count, including incomplete coverage: 14
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Rowan Hayes | Adjustable desk lamp | 97 |
| Quinn Reed | Compact phone stand | 160 |
| Jamie Bennett | Adjustable desk lamp | 97 |
| Jamie Bennett | Compact phone stand | 160 |
| Elliot Palmer | Adjustable desk lamp | 97 |
| Reese Shaw | Adjustable desk lamp | 97 |
| Harper Foster | Adjustable desk lamp | 97 |
| Lee Palmer | Compact phone stand | 160 |
| Avery Brooks | Adjustable desk lamp | 97 |
| Dana Reed | Compact phone stand | 160 |
| Jamie Palmer | Compact phone stand | 160 |
| Quinn Foster | Adjustable desk lamp | 97 |
| Alex Shaw | Adjustable desk lamp | 97 |
| Parker Palmer | Adjustable desk lamp | 97 |
| Sage Palmer | Adjustable desk lamp | 97 |
Cameron Shaw4 products14 egos
Generated record ID: demo-201
14 distinct product-window-complete seed egos; 14 observed seed egos.
Observed count, including incomplete coverage: 14
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Quinn Reed | Stainless tea infuser | 48 |
| Elliot Palmer | Stainless tea infuser | 48 |
| Elliot Palmer | Portable picnic blanket | 160 |
| Lee Palmer | Stainless tea infuser | 48 |
| Casey Reed | Stainless tea infuser | 48 |
| Taylor Palmer | Portable picnic blanket | 160 |
| Casey Hayes | Adjustable desk lamp | 20 |
| Casey Hayes | Canvas tote bag | 139 |
| Cameron Hayes | Canvas tote bag | 139 |
| Parker Foster | Adjustable desk lamp | 20 |
| Parker Foster | Canvas tote bag | 139 |
| Elliot Foster | Adjustable desk lamp | 20 |
| Reese Lane | Canvas tote bag | 139 |
| Kendall Bennett | Adjustable desk lamp | 20 |
| Harper Reed | Stainless tea infuser | 48 |
| Jamie Palmer | Stainless tea infuser | 48 |
| Parker Palmer | Portable picnic blanket | 160 |
Riley Ellis1 products14 egos
Generated record ID: demo-84
14 distinct product-window-complete seed egos; 14 observed seed egos.
Observed count, including incomplete coverage: 14
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Rowan Hayes | Adjustable desk lamp | 90 |
| Jamie Bennett | Adjustable desk lamp | 90 |
| Elliot Palmer | Adjustable desk lamp | 90 |
| Rowan Lane | Adjustable desk lamp | 34 |
| Reese Shaw | Adjustable desk lamp | 90 |
| Harper Foster | Adjustable desk lamp | 90 |
| Casey Hayes | Adjustable desk lamp | 34 |
| Parker Foster | Adjustable desk lamp | 34 |
| Elliot Foster | Adjustable desk lamp | 34 |
| Kendall Bennett | Adjustable desk lamp | 34 |
| Quinn Foster | Adjustable desk lamp | 90 |
| Alex Shaw | Adjustable desk lamp | 90 |
| Parker Palmer | Adjustable desk lamp | 90 |
| Sage Palmer | Adjustable desk lamp | 90 |
Avery Reed3 products13 egos
Generated record ID: demo-177
13 distinct product-window-complete seed egos; 13 observed seed egos.
Observed count, including incomplete coverage: 13
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Rowan Hayes | Adjustable desk lamp | 97 |
| Jamie Bennett | Adjustable desk lamp | 97 |
| Elliot Palmer | Adjustable desk lamp | 97 |
| Elliot Palmer | Portable picnic blanket | 167 |
| Reese Shaw | Adjustable desk lamp | 97 |
| Harper Foster | Adjustable desk lamp | 97 |
| Lee Palmer | Canvas tote bag | 20 |
| Avery Brooks | Adjustable desk lamp | 97 |
| Taylor Palmer | Portable picnic blanket | 167 |
| Rowan Ellis | Canvas tote bag | 20 |
| Quinn Foster | Adjustable desk lamp | 97 |
| Alex Shaw | Adjustable desk lamp | 97 |
| Parker Palmer | Adjustable desk lamp | 97 |
| Parker Palmer | Portable picnic blanket | 167 |
| Sage Palmer | Adjustable desk lamp | 97 |
Harper Reed3 products13 egos
Generated record ID: demo-184
13 distinct product-window-complete seed egos; 13 observed seed egos.
Observed count, including incomplete coverage: 13
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Quinn Reed | Stainless tea infuser | 48 |
| Elliot Palmer | Metal bookends | 20 |
| Elliot Palmer | Stainless tea infuser | 48 |
| Lee Palmer | Stainless tea infuser | 48 |
| Casey Reed | Stainless tea infuser | 48 |
| Jordan Reed | Metal bookends | 20 |
| Jesse Palmer | Metal bookends | 20 |
| Reese Lane | Insulated travel mug | 125 |
| Alex Foster | Insulated travel mug | 125 |
| Kendall Bennett | Insulated travel mug | 125 |
| Jordan Foster | Insulated travel mug | 125 |
| Jamie Palmer | Metal bookends | 20 |
| Jamie Palmer | Stainless tea infuser | 48 |
| Parker Palmer | Metal bookends | 20 |
| Sage Palmer | Metal bookends | 20 |
Jordan Shaw3 products13 egos
Generated record ID: demo-209
13 distinct product-window-complete seed egos; 13 observed seed egos.
Observed count, including incomplete coverage: 13
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Quinn Reed | Compact phone stand | 153 |
| Quinn Reed | Reusable water bottle | 27 |
| Jamie Bennett | Compact phone stand | 153 |
| Elliot Palmer | Fabric pencil case | 62 |
| Reese Shaw | Fabric pencil case | 62 |
| Lee Palmer | Compact phone stand | 153 |
| Casey Reed | Reusable water bottle | 27 |
| Dana Reed | Compact phone stand | 153 |
| Jesse Palmer | Fabric pencil case | 62 |
| Taylor Palmer | Fabric pencil case | 62 |
| Jesse Reed | Reusable water bottle | 27 |
| Jamie Palmer | Compact phone stand | 153 |
| Jamie Palmer | Reusable water bottle | 27 |
| Jamie Palmer | Fabric pencil case | 62 |
| Riley Shaw | Fabric pencil case | 62 |
| Sage Palmer | Fabric pencil case | 62 |
Avery Bennett2 products12 egos
Generated record ID: demo-1
12 distinct product-window-complete seed egos; 12 observed seed egos.
Observed count, including incomplete coverage: 12
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Rowan Hayes | Cotton throw blanket | 160 |
| Jamie Bennett | Adjustable desk lamp | 62 |
| Elliot Palmer | Adjustable desk lamp | 62 |
| Rowan Lane | Adjustable desk lamp | 62 |
| Reese Shaw | Adjustable desk lamp | 62 |
| Casey Reed | Adjustable desk lamp | 132 |
| Avery Brooks | Adjustable desk lamp | 132 |
| Casey Hayes | Adjustable desk lamp | 62 |
| Casey Hayes | Cotton throw blanket | 160 |
| Emery Lane | Adjustable desk lamp | 132 |
| Drew Palmer | Adjustable desk lamp | 132 |
| Quinn Foster | Adjustable desk lamp | 132 |
| Parker Palmer | Adjustable desk lamp | 132 |
Drew Hayes1 products12 egos
Generated record ID: demo-115
12 distinct product-window-complete seed egos; 12 observed seed egos.
Observed count, including incomplete coverage: 12
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Rowan Hayes | Adjustable desk lamp | 97 |
| Jamie Bennett | Adjustable desk lamp | 62 |
| Jamie Bennett | Adjustable desk lamp | 97 |
| Elliot Palmer | Adjustable desk lamp | 62 |
| Elliot Palmer | Adjustable desk lamp | 97 |
| Rowan Lane | Adjustable desk lamp | 62 |
| Reese Shaw | Adjustable desk lamp | 62 |
| Reese Shaw | Adjustable desk lamp | 97 |
| Harper Foster | Adjustable desk lamp | 97 |
| Avery Brooks | Adjustable desk lamp | 97 |
| Casey Hayes | Adjustable desk lamp | 62 |
| Quinn Foster | Adjustable desk lamp | 97 |
| Alex Shaw | Adjustable desk lamp | 97 |
| Parker Palmer | Adjustable desk lamp | 97 |
| Sage Palmer | Adjustable desk lamp | 97 |
Reese Shaw2 products12 egos
Generated record ID: demo-215
12 distinct product-window-complete seed egos; 12 observed seed egos.
Observed count, including incomplete coverage: 12
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Rowan Hayes | Adjustable desk lamp | 90 |
| Jamie Bennett | Adjustable desk lamp | 90 |
| Elliot Palmer | Adjustable desk lamp | 90 |
| Elliot Palmer | Fabric pencil case | 48 |
| Harper Foster | Adjustable desk lamp | 90 |
| Jesse Palmer | Fabric pencil case | 48 |
| Taylor Palmer | Fabric pencil case | 48 |
| Jamie Palmer | Fabric pencil case | 48 |
| Quinn Foster | Adjustable desk lamp | 90 |
| Alex Shaw | Adjustable desk lamp | 90 |
| Parker Palmer | Adjustable desk lamp | 90 |
| Riley Shaw | Fabric pencil case | 48 |
| Sage Palmer | Adjustable desk lamp | 90 |
| Sage Palmer | Fabric pencil case | 48 |
Avery Brooks3 products12 egos
Generated record ID: demo-23
12 distinct product-window-complete seed egos; 12 observed seed egos.
Observed count, including incomplete coverage: 12
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Rowan Hayes | Adjustable desk lamp | 118 |
| Harper Foster | Adjustable desk lamp | 118 |
| Casey Reed | Adjustable desk lamp | 118 |
| Drew Palmer | Adjustable desk lamp | 118 |
| Alex Foster | Ceramic planter | 125 |
| Jordan Bennett | Ceramic planter | 125 |
| Casey Ellis | Ceramic planter | 125 |
| Harper Lane | Linen cushion cover | 83 |
| Quinn Foster | Adjustable desk lamp | 118 |
| Alex Shaw | Adjustable desk lamp | 118 |
| Parker Palmer | Adjustable desk lamp | 118 |
| Sage Palmer | Adjustable desk lamp | 118 |
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 | 279 |
| Stainless tea infuser | 17 | 17 | 20 days | 230 |
| Adjustable desk lamp | 17 | 17 | 28 days | 228 |
| Felt desk organizer | 15 | 15 | 21 days | 202 |
| Compact phone stand | 16 | 16 | 17 days | 200 |
| Metal bookends | 13 | 13 | 18 days | 195 |
| Fabric pencil case | 14 | 14 | 14 days | 188 |
| Bamboo drawer divider | 10 | 10 | 21 days | 145 |
| Adjustable desk lamp | 14 | 14 | 26 days | 140 |
| Portable picnic blanket | 9 | 9 | 13 days | 129 |
| Cotton oven mitts | 8 | 8 | 17 days | 117 |
| Reusable water bottle | 8 | 8 | 20 days | 105 |
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. 61 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 | Quinn Reed | 29 | 65 |
| 8 | Jamie Bennett | 43 | 70 |
| 9 | Elliot Palmer | 64 | 83 |
| 10 | Rowan Lane | 22 | 88 |
| 11 | Dana Shaw | 0 | 88 |
| 12 | Reese Shaw | 45 | 90 |
| 13 | Harper Foster | 31 | 90 |
| 14 | Lee Palmer | 37 | 94 |
| 15 | Casey Reed | 47 | 102 |
| 16 | Avery Brooks | 38 | 107 |
| 17 | Dana Reed | 17 | 109 |
| 18 | Jordan Reed | 20 | 109 |
| 19 | Jesse Palmer | 21 | 109 |
| 20 | Alex Reed | 0 | 109 |
| 21 | Kendall Reed | 17 | 109 |
| 22 | Taylor Palmer | 20 | 109 |
| 23 | Elliot Shaw | 0 | 109 |
| 24 | Rowan Palmer | 0 | 109 |
| 25 | Casey Hayes | 29 | 119 |
| 26 | Elliot Bennett | 0 | 119 |
| 27 | Jesse Reed | 9 | 121 |
| 28 | Cameron Hayes | 23 | 125 |
| 29 | Parker Foster | 32 | 132 |
| 30 | Elliot Foster | 23 | 136 |
| 31 | Jamie Carter | 0 | 136 |
| 32 | Drew Lane | 0 | 136 |
| 33 | Reese Lane | 21 | 141 |
| 34 | Emery Lane | 27 | 142 |
| 35 | Rowan Ellis | 14 | 142 |
| 36 | Drew Palmer | 19 | 143 |
| 37 | Alex Foster | 11 | 143 |
| 38 | Jordan Bennett | 13 | 145 |
| 39 | Casey Ellis | 12 | 148 |
| 40 | Dana Palmer | 21 | 148 |
| 41 | Morgan Lane | 15 | 150 |
| 42 | Kendall Bennett | 18 | 150 |
| 43 | Lee Carter | 0 | 150 |
| 44 | Jordan Foster | 10 | 150 |
| 45 | Avery Carter | 14 | 151 |
| 46 | Emery Hayes | 12 | 153 |
| 47 | Casey Carter | 9 | 153 |
| 48 | Kendall Shaw | 8 | 153 |
| 49 | Parker Lane | 0 | 153 |
| 50 | Lee Bennett | 0 | 153 |
| 51 | Lee Hayes | 0 | 153 |
| 52 | Rowan Foster | 5 | 153 |
| 53 | Cameron Palmer | 13 | 157 |
| 54 | Emery Foster | 9 | 157 |
| 55 | Kendall Foster | 8 | 157 |
| 56 | Casey Foster | 0 | 157 |
| 57 | Harper Bennett | 10 | 160 |
| 58 | Jesse Ellis | 9 | 161 |
| 59 | Alex Carter | 2 | 161 |
| 60 | Emery Carter | 0 | 161 |
| 61 | Drew Bennett | 0 | 161 |
| 62 | Emery Ellis | 6 | 162 |
| 63 | Reese Brooks | 0 | 162 |
| 64 | Avery Shaw | 0 | 162 |
| 65 | Cameron Ellis | 0 | 162 |
| 66 | Harper Lane | 2 | 162 |
| 67 | Reese Carter | 0 | 162 |
| 68 | Alex Hayes | 0 | 162 |
| 69 | Avery Hayes | 0 | 162 |
| 70 | Jamie Ellis | 0 | 162 |
| 71 | Cameron Foster | 0 | 162 |
| 72 | Kendall Hayes | 0 | 162 |
| 73 | Reese Hayes | 6 | 162 |
| 74 | Sage Lane | 0 | 162 |
| 75 | Drew Foster | 0 | 162 |
| 76 | Jesse Lane | 8 | 164 |
| 77 | Parker Ellis | 0 | 164 |
| 78 | Taylor Brooks | 2 | 164 |
| 79 | Jamie Hayes | 0 | 164 |
| 80 | Jordan Ellis | 0 | 164 |
| 81 | Morgan Bennett | 0 | 164 |
| 82 | Sage Bennett | 0 | 164 |
| 83 | Dana Hayes | 0 | 164 |
| 84 | Riley Hayes | 3 | 164 |
| 85 | Harper Reed | 30 | 164 |
| 86 | Jamie Palmer | 47 | 164 |
| 87 | Reese Foster | 10 | 164 |
| 88 | Quinn Foster | 36 | 165 |
| 89 | Dana Lane | 0 | 165 |
| 90 | Alex Shaw | 38 | 167 |
| 91 | Drew Shaw | 0 | 167 |
| 92 | Reese Reed | 0 | 167 |
| 93 | Reese Bennett | 0 | 167 |
| 94 | Parker Palmer | 54 | 168 |
| 95 | Casey Palmer | 0 | 168 |
| 96 | Morgan Brooks | 0 | 168 |
| 97 | Alex Brooks | 0 | 168 |
| 98 | Quinn Hayes | 0 | 168 |
| 99 | Riley Shaw | 23 | 168 |
| 100 | Sage Palmer | 52 | 168 |
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 →