Observed in this example
24 supporting histories, 9 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
24 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 9 shared products in this generated case.
9products with supporting overlap
0–28 daysbetween the paired five-star reviews
The search examined 100 reviewer histories and found 164 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 9 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 5. 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 5, 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 5 are set aside for this choice. Their evidence still counts, and their reported corroboration can keep growing beyond 5. 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 histories0–28 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 |
| Riley Ellis | 2019-04-025 stars | 2019-04-105 stars | 8 days after | Riley Ellis: 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 |
| Reese Palmer | 2019-04-185 stars | 2019-04-105 stars | 8 days before | Reese Palmer: markedEmery Palmer: marked |
| Cameron Carter | 2019-04-255 stars | 2019-04-105 stars | 15 days before | Cameron Carter: markedEmery Palmer: marked |
| Avery Brooks | 2019-05-035 stars | 2019-04-105 stars | 23 days before | Avery Brooks: markedEmery Palmer: marked |
| Riley Ellis | 2019-04-025 stars | 2019-04-185 stars | 16 days after | Riley Ellis: 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 |
| Reese Palmer | 2019-04-185 stars | 2019-04-185 stars | Same day | Reese Palmer: markedEmery Palmer: marked |
| Cameron Carter | 2019-04-255 stars | 2019-04-185 stars | 7 days before | Cameron Carter: 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 |
| 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 stand6 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 |
|---|---|---|---|---|
| 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 |
| Morgan Reed | 2019-06-095 stars | 2019-06-115 stars | 2 days after | Morgan Reed: 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 organizer5 supporting histories4–16 days apartView all paired recordsOne example pair · both reviews give five starsEmery Palmerthis reviewer4 days apartCasey Reedhistory examined
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 |
| 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 bookends3 supporting histories5–11 days apartView all paired recordsOne example pair · both reviews give five starsEmery Palmerthis reviewer5 days apartJamie Palmerhistory 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 |
|---|---|---|---|---|
| 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 |
“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 divider6 supporting histories1–14 days apartView all paired recordsOne example pair · both reviews give five starsReese Palmerhistory examined8 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 |
|---|---|---|---|---|
| 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 |
| Reese Palmer | 2019-02-225 stars | 2019-03-025 stars | 8 days after | Reese Palmer: 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 case5 supporting histories1–11 days apartView all paired recordsOne example pair · both reviews give five starsReese Palmerhistory examined9 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 |
|---|---|---|---|---|
| Riley Shaw | 2019-02-265 stars | 2019-03-095 stars | 11 days after | Riley Shaw: markedEmery Palmer: marked |
| Reese Palmer | 2019-02-285 stars | 2019-03-095 stars | 9 days after | Reese Palmer: 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 |
| 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 PRODUCTClip-on reading light3 supporting histories2–6 days apartView all paired recordsOne example pair · both reviews give five starsEmery Palmerthis reviewer2 days apartJamie Palmerhistory examined
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 |
|---|---|---|---|---|
| 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 histories2–12 days apartView all paired recordsOne example pair · both reviews give five starsLee Palmerhistory examined12 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 |
| 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 |
| Morgan Reed | 2019-03-095 stars | 2019-03-075 stars | 2 days before | Morgan 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 PRODUCTCotton oven mitts4 supporting histories0–7 days apartView all paired recordsOne example pair · both reviews give five starsLee Palmerhistory examinedSame dayEmery 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 |
|---|---|---|---|---|
| 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 |
“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 24 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 |
| Harper Foster | 2 | Adjustable desk lamp | +1 ego |
| Reese Palmer | 3 | Adjustable desk lamp, Bamboo drawer divider, Fabric pencil case | +1 ego |
| Avery Brooks | 3 | Adjustable desk lamp | +1 ego |
| Harper Shaw | 5 | Bamboo drawer divider | +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 |
| 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 Reed | 4 | Compact phone stand, Stainless tea infuser | +1 ego |
| Riley Reed | 2 | Adjustable desk lamp, Felt desk organizer | +1 ego |
| Morgan Reed | 2 | Compact phone stand, Stainless tea infuser | +1 ego |
| Dana Reed | 2 | Compact phone stand | +1 ego |
| Jordan Reed | 3 | Metal bookends, Bamboo drawer divider, Clip-on reading light | +1 ego |
| Rowan Reed | 2 | Stainless tea infuser, Cotton oven mitts | +1 ego |
| Taylor Palmer | 2 | Fabric pencil case | +1 ego |
| Riley Shaw | 2 | Felt desk organizer, Fabric pencil case | +1 ego |
| Jesse Palmer | 2 | Metal bookends, Fabric pencil case | +1 ego |
| Kendall Reed | 3 | Felt desk organizer, Clip-on reading light | +1 ego |
| Kendall Shaw | 2 | Cotton oven mitts | +1 ego |
| Distinct supporting histories | 24 | ||
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 |
| 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 |
| 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 5 · ±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 windows67seed egos
Highest corroboration24distinct 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 Palmer9 products24 egos
Generated record ID: demo-161
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 |
| 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 |
| Harper Foster | Adjustable desk lamp | 97 |
| Harper Foster | Adjustable desk lamp | 104 |
| Reese Palmer | Adjustable desk lamp | 97 |
| Reese Palmer | Adjustable desk lamp | 104 |
| Reese Palmer | Bamboo drawer divider | 55 |
| Reese Palmer | Fabric pencil case | 62 |
| Avery Brooks | Adjustable desk lamp | 97 |
| Avery Brooks | Adjustable desk lamp | 104 |
| Harper Shaw | Bamboo drawer divider | 55 |
| 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 |
| 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 Reed | Compact phone stand | 160 |
| Quinn Reed | Stainless tea infuser | 62 |
| Riley Reed | Adjustable desk lamp | 104 |
| Riley Reed | Felt desk organizer | 153 |
| Morgan Reed | Compact phone stand | 160 |
| Morgan Reed | Stainless tea infuser | 62 |
| Dana Reed | Compact phone stand | 160 |
| Jordan Reed | Metal bookends | 13 |
| Jordan Reed | Bamboo drawer divider | 55 |
| Jordan Reed | Clip-on reading light | 76 |
| Rowan Reed | Stainless tea infuser | 62 |
| Rowan Reed | Cotton oven mitts | 104 |
| Taylor Palmer | Fabric pencil case | 62 |
| Riley Shaw | Felt desk organizer | 153 |
| Riley Shaw | Fabric pencil case | 62 |
| Jesse Palmer | Metal bookends | 13 |
| Jesse Palmer | Fabric pencil case | 62 |
| Kendall Reed | Felt desk organizer | 153 |
| Kendall Reed | Clip-on reading light | 76 |
| Kendall Shaw | Cotton oven mitts | 104 |
Elliot Palmer9 products23 egos
Generated record ID: demo-160
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 | 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 |
| Rowan Lane | Adjustable desk lamp | 90 |
| Harper Foster | Adjustable desk lamp | 90 |
| Reese Palmer | Adjustable desk lamp | 90 |
| Reese Palmer | Bamboo drawer divider | 41 |
| Reese Palmer | Fabric pencil case | 55 |
| Harper Shaw | Bamboo drawer divider | 41 |
| Harper Shaw | Portable picnic blanket | 160 |
| 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 |
| 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 Reed | Stainless tea infuser | 62 |
| Riley Reed | Felt desk organizer | 146 |
| Morgan Reed | Stainless tea infuser | 62 |
| Jordan Reed | Metal bookends | 13 |
| Jordan Reed | Bamboo drawer divider | 41 |
| Jordan Reed | Clip-on reading light | 55 |
| Rowan Reed | Stainless tea infuser | 62 |
| Rowan Reed | Cotton oven mitts | 111 |
| Taylor Palmer | Fabric pencil case | 55 |
| Taylor Palmer | Portable picnic blanket | 160 |
| Riley Shaw | Felt desk organizer | 146 |
| Riley Shaw | Fabric pencil case | 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 |
| Kendall Shaw | Cotton oven mitts | 111 |
Harper Palmer5 products22 egos
Generated record ID: demo-162
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 |
| 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 |
| Harper Foster | Adjustable desk lamp | 97 |
| Reese Palmer | Adjustable desk lamp | 97 |
| Avery Brooks | Adjustable desk lamp | 97 |
| Harper Shaw | Portable picnic blanket | 160 |
| Lee Palmer | Compact phone stand | 160 |
| Casey Reed | Felt desk organizer | 146 |
| Jamie Palmer | Compact phone stand | 160 |
| Jamie Palmer | Felt desk organizer | 146 |
| Jamie Palmer | Metal bookends | 20 |
| Quinn Reed | Compact phone stand | 160 |
| Riley Reed | Felt desk organizer | 146 |
| Morgan Reed | Compact phone stand | 160 |
| Dana Reed | Compact phone stand | 160 |
| Jordan Reed | Metal bookends | 20 |
| Taylor Palmer | Portable picnic blanket | 160 |
| Riley Shaw | Felt desk organizer | 146 |
| Jesse Palmer | Metal bookends | 20 |
| Kendall Reed | Felt desk organizer | 146 |
Morgan Palmer5 products20 egos
Generated record ID: demo-168
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 |
| 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 |
| Harper Foster | Adjustable desk lamp | 97 |
| Reese Palmer | Adjustable desk lamp | 97 |
| Avery Brooks | Adjustable desk lamp | 97 |
| Lee Palmer | 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 |
| Quinn Reed | Compact phone stand | 153 |
| Quinn Reed | Reusable water bottle | 27 |
| Riley Reed | Felt desk organizer | 146 |
| Morgan Reed | Compact phone stand | 153 |
| Dana Reed | Compact phone stand | 153 |
| Riley Shaw | Felt desk organizer | 146 |
| Kendall Reed | Felt desk organizer | 146 |
| Taylor Hayes | Glass storage jars | 174 |
| Jesse Reed | Reusable water bottle | 27 |
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 |
| 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 |
| Rowan Lane | Adjustable desk lamp | 48 |
| Casey Hayes | Adjustable desk lamp | 48 |
| Elliot Foster | Adjustable desk lamp | 48 |
| Elliot Ellis | Adjustable desk lamp | 153 |
| Harper Foster | Adjustable desk lamp | 111 |
| Reese Palmer | Adjustable desk lamp | 111 |
| Avery Brooks | Adjustable desk lamp | 111 |
| Cameron Bennett | 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 |
| Harper Ellis | Adjustable desk lamp | 153 |
| Drew Palmer | Adjustable desk lamp | 111 |
| Drew Palmer | Adjustable desk lamp | 153 |
| Cameron Hayes | Adjustable desk lamp | 153 |
| Dana Palmer | Adjustable desk lamp | 153 |
Drew Reed2 products19 egos
Generated record ID: demo-181
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 | 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 |
| Elliot Ellis | Adjustable desk lamp | 153 |
| Harper Foster | Adjustable desk lamp | 97 |
| Reese Palmer | Adjustable desk lamp | 97 |
| Avery Brooks | Adjustable desk lamp | 97 |
| Harper Shaw | Portable picnic blanket | 174 |
| Cameron Bennett | Adjustable desk lamp | 153 |
| Casey Reed | Adjustable desk lamp | 153 |
| Riley Reed | Adjustable desk lamp | 153 |
| Harper Ellis | Adjustable desk lamp | 153 |
| Drew Palmer | Adjustable desk lamp | 153 |
| Cameron Hayes | Adjustable desk lamp | 153 |
| Dana Palmer | Adjustable desk lamp | 153 |
| Taylor Palmer | Portable picnic blanket | 174 |
Cameron Shaw4 products19 egos
Generated record ID: demo-201
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) |
|---|---|---|
| Sage Brooks | Adjustable desk lamp | 20 |
| Sage Brooks | Canvas tote bag | 139 |
| Riley Ellis | Adjustable desk lamp | 20 |
| Avery Reed | Portable picnic blanket | 160 |
| Casey Hayes | Adjustable desk lamp | 20 |
| Casey Hayes | Canvas tote bag | 139 |
| Elliot Foster | Adjustable desk lamp | 20 |
| Elliot Ellis | Adjustable desk lamp | 20 |
| Harper Shaw | Adjustable desk lamp | 20 |
| Harper Shaw | Portable picnic blanket | 160 |
| Cameron Bennett | Adjustable desk lamp | 20 |
| Lee Palmer | Stainless tea infuser | 48 |
| Casey Reed | Stainless tea infuser | 48 |
| Jamie Palmer | Stainless tea infuser | 48 |
| Quinn Reed | Stainless tea infuser | 48 |
| Cameron Hayes | Canvas tote bag | 139 |
| Morgan Reed | Stainless tea infuser | 48 |
| Rowan Reed | Stainless tea infuser | 48 |
| Lee Lane | Canvas tote bag | 139 |
| Rowan Carter | Canvas tote bag | 139 |
| Reese Lane | Canvas tote bag | 139 |
| Taylor Palmer | Portable picnic blanket | 160 |
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 |
| 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 |
| Harper Foster | Adjustable desk lamp | 90 |
| Reese Palmer | Adjustable desk lamp | 90 |
| Reese Palmer | Fabric pencil case | 55 |
| Avery Brooks | Adjustable desk lamp | 90 |
| Lee Palmer | Stainless tea infuser | 41 |
| Lee Palmer | Cotton oven mitts | 111 |
| Casey Reed | Stainless tea infuser | 41 |
| Jamie Palmer | Fabric pencil case | 55 |
| Jamie Palmer | Stainless tea infuser | 41 |
| Jamie Palmer | Cotton oven mitts | 111 |
| Quinn Reed | Stainless tea infuser | 41 |
| Morgan Reed | Stainless tea infuser | 41 |
| Rowan Reed | Stainless tea infuser | 41 |
| Rowan Reed | Cotton oven mitts | 111 |
| Taylor Palmer | Fabric pencil case | 55 |
| Riley Shaw | Fabric pencil case | 55 |
| Jesse Palmer | Fabric pencil case | 55 |
| Kendall Shaw | Cotton oven mitts | 111 |
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) |
|---|---|---|
| Jamie Bennett | Compact phone stand | 153 |
| Reese Palmer | Bamboo drawer divider | 41 |
| Reese Palmer | Fabric pencil case | 62 |
| Harper Shaw | Bamboo drawer divider | 41 |
| 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 |
| Quinn Reed | Compact phone stand | 153 |
| Quinn Reed | Reusable water bottle | 27 |
| Quinn Reed | Stainless tea infuser | 55 |
| Riley Reed | Felt desk organizer | 160 |
| Morgan Reed | Compact phone stand | 153 |
| Morgan 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 |
| Rowan Reed | Stainless tea infuser | 55 |
| Rowan Reed | Cotton oven mitts | 97 |
| Taylor Palmer | Fabric pencil case | 62 |
| Riley Shaw | Felt desk organizer | 160 |
| Riley Shaw | Fabric pencil case | 62 |
| Jesse Palmer | Metal bookends | 20 |
| Jesse Palmer | Fabric pencil case | 62 |
| Kendall Reed | Felt desk organizer | 160 |
| Kendall Reed | Clip-on reading light | 76 |
| Kendall Shaw | Cotton oven mitts | 97 |
| Jesse Reed | Reusable water bottle | 27 |
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 |
| Riley Ellis | Adjustable desk lamp | 104 |
| Avery Reed | Adjustable desk lamp | 104 |
| Cameron Carter | Adjustable desk lamp | 104 |
| Harper Foster | Adjustable desk lamp | 104 |
| Reese Palmer | Adjustable desk lamp | 104 |
| Avery Brooks | 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 |
| Jamie Palmer | Felt desk organizer | 146 |
| Jamie Palmer | Stainless tea infuser | 48 |
| Quinn Reed | Stainless tea infuser | 48 |
| Riley Reed | Adjustable desk lamp | 104 |
| Riley Reed | Felt desk organizer | 146 |
| Drew Palmer | Adjustable desk lamp | 104 |
| Morgan Reed | Stainless tea infuser | 48 |
| Rowan Reed | Stainless tea infuser | 48 |
| Riley Shaw | Felt desk organizer | 146 |
| Kendall Reed | 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 |
| 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 |
| Harper Foster | Adjustable desk lamp | 97 |
| Reese Palmer | Adjustable desk lamp | 97 |
| Reese Palmer | Fabric pencil case | 62 |
| 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 |
| Riley Reed | Felt desk organizer | 139 |
| Jordan Reed | Metal bookends | 13 |
| Taylor Palmer | Fabric pencil case | 62 |
| Riley Shaw | Felt desk organizer | 139 |
| Riley Shaw | Fabric pencil case | 62 |
| Jesse Palmer | Metal bookends | 13 |
| Jesse Palmer | Fabric pencil case | 62 |
| Kendall Reed | Felt desk organizer | 139 |
Parker Palmer4 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 |
| 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 |
| Harper Foster | Adjustable desk lamp | 90 |
| Harper Foster | Adjustable desk lamp | 104 |
| Reese Palmer | Adjustable desk lamp | 90 |
| Reese Palmer | Adjustable desk lamp | 104 |
| Avery Brooks | Adjustable desk lamp | 90 |
| Avery Brooks | Adjustable desk lamp | 104 |
| Harper Shaw | Portable picnic blanket | 160 |
| Cameron Bennett | Bamboo cutting board | 174 |
| Casey Reed | Adjustable desk lamp | 104 |
| Jamie Palmer | Metal bookends | 13 |
| Jordan Reed | Metal bookends | 13 |
| Taylor Palmer | Portable picnic blanket | 160 |
| Jesse Palmer | Metal bookends | 13 |
Casey Reed5 products16 egos
Generated record ID: demo-178
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) |
|---|---|---|
| Cameron Carter | Adjustable desk lamp | 132 |
| Reese Palmer | Adjustable desk lamp | 132 |
| Reese Palmer | Bamboo drawer divider | 48 |
| Avery Brooks | Adjustable desk lamp | 132 |
| Harper Shaw | Bamboo drawer divider | 48 |
| Lee Palmer | Bamboo drawer divider | 48 |
| Lee Palmer | 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 Reed | Reusable water bottle | 20 |
| Quinn Reed | Stainless tea infuser | 55 |
| Riley Reed | Adjustable desk lamp | 132 |
| Riley Reed | Felt desk organizer | 160 |
| Harper Ellis | Adjustable desk lamp | 132 |
| Drew Palmer | Adjustable desk lamp | 132 |
| Morgan Reed | Stainless tea infuser | 55 |
| Jordan Reed | Bamboo drawer divider | 48 |
| Rowan Reed | Stainless tea infuser | 55 |
| Riley Shaw | Felt desk organizer | 160 |
| Kendall Reed | Felt desk organizer | 160 |
| Jesse Reed | Reusable water bottle | 20 |
Cameron Reed4 products16 egos
Generated record ID: demo-179
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 | 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 |
| Rowan Lane | Adjustable desk lamp | 83 |
| Harper Foster | Adjustable desk lamp | 83 |
| Reese Palmer | Adjustable desk lamp | 83 |
| Lee Palmer | Canvas tote bag | 55 |
| Lee Palmer | Cotton oven mitts | 97 |
| Jamie Palmer | Metal bookends | 27 |
| Jamie Palmer | Cotton oven mitts | 97 |
| Jordan Reed | Metal bookends | 27 |
| Rowan Reed | Cotton oven mitts | 97 |
| Jesse Palmer | Metal bookends | 27 |
| Rowan Ellis | Canvas tote bag | 55 |
| Kendall Shaw | Cotton oven mitts | 97 |
Casey Shaw3 products16 egos
Generated record ID: demo-200
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) |
|---|---|---|
| Cameron Carter | Adjustable desk lamp | 132 |
| Jamie Bennett | Compact phone stand | 153 |
| Harper Foster | Adjustable desk lamp | 132 |
| Reese Palmer | Adjustable desk lamp | 132 |
| Reese Palmer | Bamboo drawer divider | 55 |
| Avery Brooks | Adjustable desk lamp | 132 |
| Harper Shaw | Bamboo drawer divider | 55 |
| Lee Palmer | Compact phone stand | 153 |
| Lee Palmer | Bamboo drawer divider | 55 |
| Casey Reed | Adjustable desk lamp | 132 |
| Casey Reed | Bamboo drawer divider | 55 |
| Jamie Palmer | Compact phone stand | 153 |
| Jamie Palmer | Bamboo drawer divider | 55 |
| Quinn Reed | Compact phone stand | 153 |
| Riley Reed | Adjustable desk lamp | 132 |
| Harper Ellis | Adjustable desk lamp | 132 |
| Drew Palmer | Adjustable desk lamp | 132 |
| Morgan Reed | Compact phone stand | 153 |
| Dana Reed | Compact phone stand | 153 |
| Jordan Reed | Bamboo drawer divider | 55 |
Sage Brooks3 products16 egos
Generated record ID: demo-42
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) |
|---|---|---|
| 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 |
| Casey Hayes | Adjustable desk lamp | 27 |
| Casey Hayes | Canvas tote bag | 111 |
| Elliot Foster | Adjustable desk lamp | 27 |
| Elliot Ellis | Adjustable desk lamp | 27 |
| Harper Shaw | Adjustable desk lamp | 27 |
| Cameron Bennett | Adjustable desk lamp | 27 |
| Lee Lane | Canvas tote bag | 111 |
| Rowan Carter | Canvas tote bag | 111 |
| Reese Lane | Canvas tote bag | 111 |
| Jesse Lane | Canvas tote bag | 111 |
Quinn Ellis2 products16 egos
Generated record ID: demo-82
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 | 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 |
| Rowan Lane | Adjustable desk lamp | 83 |
| Harper Foster | Adjustable desk lamp | 83 |
| Reese Palmer | Adjustable desk lamp | 83 |
| Dana Palmer | Insulated travel mug | 34 |
| Harper Carter | Insulated travel mug | 34 |
| Jordan Bennett | Insulated travel mug | 34 |
| Casey Ellis | 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 |
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 |
| 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 |
| Rowan Lane | Glass storage jars | 83 |
| Casey Hayes | Cotton throw blanket | 174 |
| Harper Foster | Adjustable desk lamp | 97 |
| Reese Palmer | Adjustable desk lamp | 97 |
| Avery Brooks | Adjustable desk lamp | 97 |
| Emery Hayes | Magnetic kitchen timer | 167 |
Reese Palmer3 products15 egos
Generated record ID: demo-171
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 | 104 |
| Riley Ellis | Adjustable desk lamp | 104 |
| Avery Reed | Adjustable desk lamp | 104 |
| Cameron Carter | Adjustable desk lamp | 104 |
| Harper Foster | Adjustable desk lamp | 104 |
| Avery Brooks | Adjustable desk lamp | 104 |
| Harper Shaw | Bamboo drawer divider | 48 |
| Lee Palmer | 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 |
| Riley Reed | Adjustable desk lamp | 104 |
| Jordan Reed | Bamboo drawer divider | 48 |
| Taylor Palmer | Fabric pencil case | 55 |
| Riley Shaw | Fabric pencil case | 55 |
| Jesse Palmer | Fabric pencil case | 55 |
Parker Foster2 products14 egos
Generated record ID: demo-103
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) |
|---|---|---|
| Sage Brooks | Adjustable desk lamp | 34 |
| Sage Brooks | Canvas tote bag | 125 |
| Riley Ellis | Adjustable desk lamp | 34 |
| Cameron Carter | Adjustable desk lamp | 34 |
| Rowan Lane | Adjustable desk lamp | 34 |
| Casey Hayes | Adjustable desk lamp | 34 |
| Casey Hayes | Canvas tote bag | 125 |
| Elliot Foster | Adjustable desk lamp | 34 |
| Elliot Ellis | Adjustable desk lamp | 34 |
| Harper Shaw | Adjustable desk lamp | 34 |
| Cameron Bennett | Adjustable desk lamp | 34 |
| Cameron Hayes | Canvas tote bag | 125 |
| Lee Lane | Canvas tote bag | 125 |
| Rowan Carter | Canvas tote bag | 125 |
| Reese Lane | Canvas tote bag | 125 |
| Jesse Lane | Canvas tote bag | 76 |
Jordan Palmer5 products14 egos
Generated record ID: demo-165
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) |
|---|---|---|
| Elliot Foster | Insulated travel mug | 167 |
| Lee Palmer | Stainless tea infuser | 48 |
| 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 |
| Quinn Reed | Reusable water bottle | 27 |
| Quinn Reed | Stainless tea infuser | 48 |
| Morgan Reed | Stainless tea infuser | 48 |
| Jordan Reed | Metal bookends | 20 |
| Jordan Reed | Clip-on reading light | 69 |
| Rowan Reed | Stainless tea infuser | 48 |
| Jesse Palmer | Metal bookends | 20 |
| Kendall Reed | Clip-on reading light | 69 |
| Jordan Foster | Insulated travel mug | 167 |
| Harper Carter | Insulated travel mug | 167 |
| Rowan Foster | Insulated travel mug | 167 |
| Jesse Reed | Reusable water bottle | 27 |
Lee Reed3 products14 egos
Generated record ID: demo-189
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) |
|---|---|---|
| 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 |
| Rowan Lane | Adjustable desk lamp | 69 |
| Casey Hayes | Adjustable desk lamp | 69 |
| Reese Palmer | Bamboo drawer divider | 62 |
| Harper Shaw | Bamboo drawer divider | 62 |
| Harper Shaw | Portable picnic blanket | 160 |
| Lee Palmer | Bamboo drawer divider | 62 |
| Casey Reed | Bamboo drawer divider | 62 |
| Jamie Palmer | Bamboo drawer divider | 62 |
| Jordan Reed | Bamboo drawer divider | 62 |
| Taylor Palmer | Portable picnic blanket | 160 |
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 |
| 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 |
| Harper Foster | Adjustable desk lamp | 97 |
| Reese Palmer | Adjustable desk lamp | 97 |
| Avery Brooks | Adjustable desk lamp | 97 |
| Lee Palmer | Compact phone stand | 160 |
| Jamie Palmer | Compact phone stand | 160 |
| Quinn Reed | Compact phone stand | 160 |
| Morgan Reed | Compact phone stand | 160 |
| Dana Reed | Compact phone stand | 160 |
Avery Brooks3 products14 egos
Generated record ID: demo-23
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 | 118 |
| Avery Reed | Adjustable desk lamp | 118 |
| Cameron Carter | Adjustable desk lamp | 118 |
| Harper Foster | Adjustable desk lamp | 118 |
| Reese Palmer | Adjustable desk lamp | 118 |
| Casey Reed | Adjustable desk lamp | 118 |
| Riley Reed | Adjustable desk lamp | 118 |
| Harper Ellis | Adjustable desk lamp | 118 |
| Drew Palmer | Adjustable desk lamp | 118 |
| Lee Lane | Linen cushion cover | 83 |
| Alex Foster | Ceramic planter | 125 |
| Jordan Bennett | Ceramic planter | 125 |
| Casey Ellis | Ceramic planter | 125 |
| Harper Lane | Linen cushion cover | 83 |
Casey Brooks2 products14 egos
Generated record ID: demo-24
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 |
| 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 |
| Harper Foster | Adjustable desk lamp | 97 |
| Reese Palmer | 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 |
| Reese Foster | Insulated travel mug | 13 |
| Cameron Palmer | Insulated travel mug | 13 |
Avery Bennett2 products13 egos
Generated record ID: demo-1
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 | 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 |
| Rowan Lane | Adjustable desk lamp | 62 |
| Casey Hayes | Adjustable desk lamp | 62 |
| Casey Hayes | Cotton throw blanket | 160 |
| Reese Palmer | Adjustable desk lamp | 132 |
| Avery Brooks | Adjustable desk lamp | 132 |
| Casey Reed | Adjustable desk lamp | 132 |
| Riley Reed | Adjustable desk lamp | 132 |
| Harper Ellis | Adjustable desk lamp | 132 |
| Drew Palmer | Adjustable desk lamp | 132 |
Emery Lane2 products13 egos
Generated record ID: demo-139
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) |
|---|---|---|
| Cameron Carter | Adjustable desk lamp | 153 |
| Elliot Ellis | Adjustable desk lamp | 153 |
| Cameron Bennett | Adjustable desk lamp | 153 |
| Casey Reed | Adjustable desk lamp | 153 |
| Riley Reed | Adjustable desk lamp | 153 |
| Harper Ellis | Adjustable desk lamp | 153 |
| Drew Palmer | Adjustable desk lamp | 153 |
| Cameron Hayes | Adjustable desk lamp | 153 |
| Dana Palmer | Adjustable desk lamp | 153 |
| Dana Palmer | Insulated travel mug | 76 |
| Reese Lane | Insulated travel mug | 76 |
| Rowan Ellis | Insulated travel mug | 76 |
| Taylor Hayes | Insulated travel mug | 76 |
| Jordan Bennett | Insulated travel mug | 76 |
Kendall Palmer4 products13 egos
Generated record ID: demo-166
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) |
|---|---|---|
| Jamie Bennett | Compact phone stand | 160 |
| Reese Palmer | 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 |
| Jamie Palmer | Compact phone stand | 160 |
| Jamie Palmer | Reusable water bottle | 27 |
| Jamie Palmer | Fabric pencil case | 55 |
| Jamie Palmer | Stainless tea infuser | 55 |
| Quinn Reed | Compact phone stand | 160 |
| Quinn Reed | Reusable water bottle | 27 |
| Quinn Reed | Stainless tea infuser | 55 |
| Morgan Reed | Compact phone stand | 160 |
| Morgan Reed | Stainless tea infuser | 55 |
| Dana Reed | Compact phone stand | 160 |
| Rowan Reed | Stainless tea infuser | 55 |
| Taylor Palmer | Fabric pencil case | 55 |
| Riley Shaw | Fabric pencil case | 55 |
| Jesse Palmer | Fabric pencil case | 55 |
| Jesse Reed | Reusable water bottle | 27 |
Lee Palmer5 products13 egos
Generated record ID: demo-167
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) |
|---|---|---|
| Avery Reed | Canvas tote bag | 27 |
| Jamie Bennett | Compact phone stand | 160 |
| Reese Palmer | Bamboo drawer divider | 55 |
| Harper 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 |
| Quinn Reed | Compact phone stand | 160 |
| Quinn Reed | Stainless tea infuser | 48 |
| Morgan Reed | Compact phone stand | 160 |
| Morgan Reed | Stainless tea infuser | 48 |
| Dana Reed | Compact phone stand | 160 |
| Jordan Reed | Bamboo drawer divider | 55 |
| Rowan Reed | Stainless tea infuser | 48 |
| Rowan Reed | Cotton oven mitts | 104 |
| Rowan Ellis | Canvas tote bag | 27 |
| Kendall Shaw | Cotton oven mitts | 104 |
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 |
| 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 |
| Harper Foster | Adjustable desk lamp | 97 |
| Reese Palmer | Adjustable desk lamp | 97 |
| Avery Brooks | Adjustable desk lamp | 97 |
| Harper Shaw | Portable picnic blanket | 167 |
| Lee Palmer | Canvas tote bag | 20 |
| Taylor Palmer | Portable picnic blanket | 167 |
| Rowan Ellis | Canvas tote bag | 20 |
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 | 276 |
| Stainless tea infuser | 17 | 17 | 20 days | 238 |
| Adjustable desk lamp | 17 | 17 | 28 days | 226 |
| Compact phone stand | 16 | 16 | 17 days | 208 |
| Felt desk organizer | 15 | 15 | 21 days | 206 |
| Metal bookends | 13 | 13 | 18 days | 185 |
| Fabric pencil case | 14 | 14 | 14 days | 180 |
| Adjustable desk lamp | 14 | 14 | 26 days | 161 |
| Bamboo drawer divider | 10 | 10 | 21 days | 156 |
| Portable picnic blanket | 9 | 9 | 13 days | 143 |
| Adjustable desk lamp | 13 | 13 | 28 days | 138 |
| Cotton oven mitts | 8 | 8 | 17 days | 121 |
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. 67 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 | Rowan Lane | 22 | 101 |
| 14 | Elliot Hayes | 0 | 101 |
| 15 | Casey Hayes | 29 | 102 |
| 16 | Elliot Foster | 23 | 107 |
| 17 | Elliot Ellis | 25 | 107 |
| 18 | Jamie Carter | 0 | 107 |
| 19 | Drew Lane | 0 | 107 |
| 20 | Harper Foster | 31 | 107 |
| 21 | Reese Palmer | 46 | 112 |
| 22 | Avery Brooks | 38 | 116 |
| 23 | Harper Shaw | 26 | 116 |
| 24 | Cameron Bennett | 23 | 118 |
| 25 | Lee Carter | 0 | 118 |
| 26 | Lee Palmer | 37 | 124 |
| 27 | Casey Reed | 47 | 128 |
| 28 | Jamie Palmer | 47 | 129 |
| 29 | Quinn Reed | 29 | 129 |
| 30 | Riley Reed | 31 | 129 |
| 31 | Harper Ellis | 19 | 129 |
| 32 | Drew Palmer | 19 | 130 |
| 33 | Cameron Hayes | 23 | 131 |
| 34 | Dana Palmer | 21 | 136 |
| 35 | Morgan Reed | 26 | 136 |
| 36 | Dana Reed | 17 | 138 |
| 37 | Jordan Reed | 20 | 138 |
| 38 | Rowan Reed | 18 | 138 |
| 39 | Lee Lane | 14 | 139 |
| 40 | Rowan Carter | 14 | 139 |
| 41 | Reese Lane | 21 | 141 |
| 42 | Taylor Palmer | 20 | 141 |
| 43 | Riley Shaw | 23 | 141 |
| 44 | Jesse Palmer | 21 | 141 |
| 45 | Morgan Ellis | 0 | 141 |
| 46 | Emery Reed | 0 | 141 |
| 47 | Kendall Reed | 17 | 141 |
| 48 | Elliot Shaw | 0 | 141 |
| 49 | Rowan Palmer | 0 | 141 |
| 50 | Cameron Ellis | 0 | 141 |
| 51 | Parker Lane | 0 | 141 |
| 52 | Lee Bennett | 0 | 141 |
| 53 | Rowan Ellis | 14 | 141 |
| 54 | Taylor Hayes | 18 | 142 |
| 55 | Alex Foster | 11 | 142 |
| 56 | Jordan Carter | 0 | 142 |
| 57 | Kendall Lane | 0 | 142 |
| 58 | Morgan Brooks | 0 | 142 |
| 59 | Harper Hayes | 10 | 144 |
| 60 | Jordan Foster | 10 | 144 |
| 61 | Emery Ellis | 6 | 145 |
| 62 | Sage Bennett | 0 | 145 |
| 63 | Harper Carter | 16 | 147 |
| 64 | Jordan Bennett | 13 | 147 |
| 65 | Casey Ellis | 12 | 148 |
| 66 | Avery Carter | 14 | 149 |
| 67 | Taylor Bennett | 0 | 149 |
| 68 | Emery Hayes | 12 | 151 |
| 69 | Casey Carter | 9 | 151 |
| 70 | Lee Shaw | 0 | 151 |
| 71 | Reese Foster | 10 | 151 |
| 72 | Lee Hayes | 0 | 151 |
| 73 | Rowan Foster | 5 | 151 |
| 74 | Kendall Shaw | 8 | 151 |
| 75 | Jesse Reed | 9 | 152 |
| 76 | Alex Reed | 0 | 152 |
| 77 | Cameron Palmer | 13 | 155 |
| 78 | Drew Bennett | 0 | 155 |
| 79 | Casey Palmer | 0 | 155 |
| 80 | Emery Foster | 9 | 155 |
| 81 | Jesse Ellis | 9 | 156 |
| 82 | Jordan Hayes | 9 | 156 |
| 83 | Riley Brooks | 7 | 156 |
| 84 | Casey Foster | 0 | 156 |
| 85 | Harper Bennett | 10 | 157 |
| 86 | Kendall Foster | 8 | 158 |
| 87 | Alex Carter | 2 | 158 |
| 88 | Jordan Ellis | 0 | 158 |
| 89 | Jamie Ellis | 0 | 158 |
| 90 | Jesse Lane | 8 | 164 |
| 91 | Alex Hayes | 0 | 164 |
| 92 | Harper Lane | 2 | 164 |
| 93 | Reese Carter | 0 | 164 |
| 94 | Parker Ellis | 0 | 164 |
| 95 | Cameron Foster | 0 | 164 |
| 96 | Alex Palmer | 0 | 164 |
| 97 | Taylor Brooks | 2 | 164 |
| 98 | Avery Hayes | 0 | 164 |
| 99 | Morgan Bennett | 0 | 164 |
| 100 | Jamie Hayes | 0 | 164 |
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 →