Observed in this example
29 supporting histories, 5 shared products, and the paired five-star dates shown above. The method has all 610 generated records available; 50 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
29 reviewers connect back to
Casey Reed.
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 5 shared products in this generated case.
5products with supporting overlap
0–50 daysbetween the paired five-star reviews
The search examined 50 reviewer histories and found 160 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 6 generated reviews across 6 products
These are all of this reviewer’s records in the generated panel. The 5 products with supporting overlap are a subset of this 6-product history.
| Product | Review date | Rating | Verified purchase |
|---|---|---|---|
| Canvas tote bag | 2019-01-15 | 1 stars | Marked |
| Reusable water bottle | 2019-01-25 | 5 stars | Marked |
| Bamboo drawer divider | 2019-02-21 | 5 stars | Marked |
| Stainless tea infuser | 2019-02-28 | 5 stars | Marked |
| Adjustable desk lamp | 2019-05-15 | 5 stars | Marked |
| Felt desk organizer | 2019-06-13 | 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 56 days before or after. Together, those reviewers form the history’s neighborhood, or ego.
Update the counts
Each eligible history adds +1 corroboration to every other reviewer in its neighborhood. Several matching products with that same history still add only one. Appearing around another examined history adds another.
Follow the next lead
Among reviewers not yet examined, choose the highest current count within the search cap of 10. Examine that history, find its neighbors, and update the counts again. This run repeats until 50 histories have been examined.
Why examine that person next? Their repeated appearances provide an evidence-based lead. Their history can reveal further connections and add support to reviewers already found.
A simple choice example, and how the cap works
For illustration, suppose two reviewers have not yet been examined: one appears in three neighborhoods found so far and the other in one. With this cap of 10, the search chooses the reviewer with three corroborations first, unless another candidate has a higher count within the cap.
The cap controls which lead to follow: reviewers with a current count above 10 are set aside for this choice. Their evidence still counts, and their reported corroboration can keep growing beyond 10. If no unexamined candidate has a positive count within the cap, the search chooses at random from all remaining unexamined histories, including those above the cap. Ties between candidates are resolved by the order they first appeared in the evidence.
“Stronger lead” means more corroborations under this selection rule. It is not a probability of coordination or fraud. The count used to choose a reviewer is the count at that step; the final count shown in a result may be higher. A history needs at least two five-star reviews to contribute an eligible ego. This is checked after examining it, so a history without an eligible ego still uses one step of the budget.
FOLLOW THE EVIDENCE
Same products. Nearby five-star reviews.
Open a product to compare the dates and records. A pair qualifies when both reviews give five stars and their dates are no more than 56 days apart, including exactly 56 days.
SHARED PRODUCTAdjustable desk lamp17 supporting histories0–45 days apartView all paired recordsOne example pair · both reviews give five starsRowan Hayeshistory examined34 days apartCasey Reedthis reviewer
Casey Reed gave five stars on 2019-05-15. 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 | Casey Reed’s date | Casey Reed’s timing | Verified purchase marks |
|---|---|---|---|---|
| Elliot Palmer | 2019-04-015 stars | 2019-05-155 stars | 44 days after | Elliot Palmer: markedCasey Reed: marked |
| Reese Shaw | 2019-04-045 stars | 2019-05-155 stars | 41 days after | Reese Shaw: markedCasey Reed: marked |
| Sage Shaw | 2019-04-065 stars | 2019-05-155 stars | 39 days after | Sage Shaw: markedCasey Reed: marked |
| Emery Palmer | 2019-04-105 stars | 2019-05-155 stars | 35 days after | Emery Palmer: markedCasey Reed: marked |
| Harper Palmer | 2019-04-105 stars | 2019-05-155 stars | 35 days after | Harper Palmer: markedCasey Reed: marked |
| Casey Brooks | 2019-04-105 stars | 2019-05-155 stars | 35 days after | Casey Brooks: markedCasey Reed: marked |
| Rowan Hayes | 2019-04-115 stars | 2019-05-155 stars | 34 days after | Rowan Hayes: markedCasey Reed: marked |
| Emery Palmer | 2019-04-185 stars | 2019-05-155 stars | 27 days after | Emery Palmer: markedCasey Reed: marked |
| Riley Palmer | 2019-04-205 stars | 2019-05-155 stars | 25 days after | Riley Palmer: markedCasey Reed: marked |
| Cameron Carter | 2019-04-255 stars | 2019-05-155 stars | 20 days after | Cameron Carter: markedCasey Reed: marked |
| Avery Bennett | 2019-05-155 stars | 2019-05-155 stars | Same day | Avery Bennett: markedCasey Reed: marked |
| Emery Lane | 2019-06-055 stars | 2019-05-155 stars | 21 days before | Emery Lane: not markedCasey Reed: marked |
| Dana Carter | 2019-06-075 stars | 2019-05-155 stars | 23 days before | Dana Carter: markedCasey Reed: marked |
| Cameron Carter | 2019-06-085 stars | 2019-05-155 stars | 24 days before | Cameron Carter: markedCasey Reed: marked |
| Dana Palmer | 2019-06-175 stars | 2019-05-155 stars | 33 days before | Dana Palmer: markedCasey Reed: marked |
| Morgan Lane | 2019-06-195 stars | 2019-05-155 stars | 35 days before | Morgan Lane: markedCasey Reed: marked |
| Elliot Ellis | 2019-06-215 stars | 2019-05-155 stars | 37 days before | Elliot Ellis: markedCasey Reed: marked |
| Cameron Bennett | 2019-06-285 stars | 2019-05-155 stars | 44 days before | Cameron Bennett: markedCasey Reed: marked |
| Cameron Hayes | 2019-06-295 stars | 2019-05-155 stars | 45 days before | Cameron Hayes: markedCasey Reed: marked |
“Before” and “after” describe Casey Reed’s review relative to the paired reviewer’s review. Purchase marks are generated fields, as are the dates and identifiers.
SHARED PRODUCTReusable water bottle5 supporting histories3–50 days apartView all paired recordsOne example pair · both reviews give five starsQuinn Reedhistory examined5 days apartCasey Reedthis reviewer
Casey Reed gave five stars on 2019-01-25. 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 | Casey Reed’s date | Casey Reed’s timing | Verified purchase marks |
|---|---|---|---|---|
| Quinn Reed | 2019-01-205 stars | 2019-01-255 stars | 5 days after | Quinn Reed: markedCasey Reed: marked |
| Jordan Palmer | 2019-01-285 stars | 2019-01-255 stars | 3 days before | Jordan Palmer: markedCasey Reed: marked |
| Jordan Shaw | 2019-01-285 stars | 2019-01-255 stars | 3 days before | Jordan Shaw: markedCasey Reed: marked |
| Jamie Palmer | 2019-01-305 stars | 2019-01-255 stars | 5 days before | Jamie Palmer: markedCasey Reed: marked |
| Emery Hayes | 2019-03-165 stars | 2019-01-255 stars | 50 days before | Emery Hayes: markedCasey Reed: marked |
“Before” and “after” describe Casey Reed’s review relative to the paired reviewer’s review. Purchase marks are generated fields, as are the dates and identifiers.
SHARED PRODUCTFelt desk organizer7 supporting histories1–20 days apartView all paired recordsOne example pair · both reviews give five starsHarper Palmerhistory examined11 days apartCasey Reedthis reviewer
Casey Reed gave five stars on 2019-06-13. 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 | Casey Reed’s date | Casey Reed’s timing | Verified purchase marks |
|---|---|---|---|---|
| Kendall Reed | 2019-05-245 stars | 2019-06-135 stars | 20 days after | Kendall Reed: markedCasey Reed: marked |
| Riley Palmer | 2019-05-275 stars | 2019-06-135 stars | 17 days after | Riley Palmer: markedCasey Reed: marked |
| Elliot Palmer | 2019-05-315 stars | 2019-06-135 stars | 13 days after | Elliot Palmer: markedCasey Reed: marked |
| Riley Shaw | 2019-05-315 stars | 2019-06-135 stars | 13 days after | Riley Shaw: markedCasey Reed: marked |
| Harper Palmer | 2019-06-025 stars | 2019-06-135 stars | 11 days after | Harper Palmer: markedCasey Reed: marked |
| Emery Palmer | 2019-06-095 stars | 2019-06-135 stars | 4 days after | Emery Palmer: markedCasey Reed: marked |
| Jamie Palmer | 2019-06-145 stars | 2019-06-135 stars | 1 day before | Jamie Palmer: markedCasey Reed: marked |
“Before” and “after” describe Casey Reed’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 histories4–9 days apartView all paired recordsOne example pair · both reviews give five starsElliot Palmerhistory examined5 days apartCasey Reedthis reviewer
Casey Reed gave five stars on 2019-02-21. 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 | Casey Reed’s date | Casey Reed’s timing | Verified purchase marks |
|---|---|---|---|---|
| Elliot Palmer | 2019-02-165 stars | 2019-02-215 stars | 5 days after | Elliot Palmer: markedCasey Reed: marked |
| Harper Shaw | 2019-02-165 stars | 2019-02-215 stars | 5 days after | Harper Shaw: markedCasey Reed: marked |
| Jamie Palmer | 2019-02-175 stars | 2019-02-215 stars | 4 days after | Jamie Palmer: markedCasey Reed: marked |
| Jordan Reed | 2019-02-275 stars | 2019-02-215 stars | 6 days before | Jordan Reed: markedCasey Reed: marked |
| Emery Palmer | 2019-03-025 stars | 2019-02-215 stars | 9 days before | Emery Palmer: markedCasey Reed: marked |
“Before” and “after” describe Casey Reed’s review relative to the paired reviewer’s review. Purchase marks are generated fields, as are the dates and identifiers.
SHARED PRODUCTStainless tea infuser10 supporting histories1–11 days apartView all paired recordsOne example pair · both reviews give five starsCasey Reedthis reviewer1 day apartQuinn Reedhistory examined
Casey Reed gave five stars on 2019-02-28. 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 | Casey Reed’s date | Casey Reed’s timing | Verified purchase marks |
|---|---|---|---|---|
| Sage Shaw | 2019-02-175 stars | 2019-02-285 stars | 11 days after | Sage Shaw: markedCasey Reed: marked |
| Jamie Shaw | 2019-02-205 stars | 2019-02-285 stars | 8 days after | Jamie Shaw: markedCasey Reed: marked |
| Riley Palmer | 2019-02-235 stars | 2019-02-285 stars | 5 days after | Riley Palmer: markedCasey Reed: marked |
| Jordan Palmer | 2019-02-245 stars | 2019-02-285 stars | 4 days after | Jordan Palmer: not markedCasey Reed: marked |
| Cameron Shaw | 2019-02-245 stars | 2019-02-285 stars | 4 days after | Cameron Shaw: markedCasey Reed: marked |
| Quinn Reed | 2019-03-015 stars | 2019-02-285 stars | 1 day before | Quinn Reed: markedCasey Reed: marked |
| Jamie Palmer | 2019-03-035 stars | 2019-02-285 stars | 3 days before | Jamie Palmer: markedCasey Reed: marked |
| Rowan Reed | 2019-03-035 stars | 2019-02-285 stars | 3 days before | Rowan Reed: markedCasey Reed: marked |
| Elliot Palmer | 2019-03-065 stars | 2019-02-285 stars | 6 days before | Elliot Palmer: markedCasey Reed: marked |
| Emery Palmer | 2019-03-075 stars | 2019-02-285 stars | 7 days before | Emery Palmer: markedCasey Reed: marked |
“Before” and “after” describe Casey Reed’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 29 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 ±56 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 |
|---|---|---|---|
| Quinn Reed | 4 | Reusable water bottle, Stainless tea infuser | +1 ego |
| Rowan Hayes | 5 | Adjustable desk lamp | +1 ego |
| Cameron Hayes | 4 | Adjustable desk lamp | +1 ego |
| Cameron Shaw | 4 | Stainless tea infuser | +1 ego |
| Harper Palmer | 6 | Adjustable desk lamp, Felt desk organizer | +1 ego |
| Cameron Carter | 3 | Adjustable desk lamp | +1 ego |
| Avery Bennett | 4 | Adjustable desk lamp | +1 ego |
| Sage Shaw | 4 | Adjustable desk lamp, Stainless tea infuser | +1 ego |
| Riley Palmer | 3 | Adjustable desk lamp, Felt desk organizer, Stainless tea infuser | +1 ego |
| Elliot Palmer | 9 | Adjustable desk lamp, Felt desk organizer, Bamboo drawer divider, Stainless tea infuser | +1 ego |
| Emery Palmer | 11 | Adjustable desk lamp, Felt desk organizer, Bamboo drawer divider, Stainless tea infuser | +1 ego |
| Reese Shaw | 3 | Adjustable desk lamp | +1 ego |
| Casey Brooks | 2 | Adjustable desk lamp | +1 ego |
| Jordan Palmer | 5 | Reusable water bottle, Stainless tea infuser | +1 ego |
| Jamie Palmer | 9 | Reusable water bottle, Felt desk organizer, Bamboo drawer divider, Stainless tea infuser | +1 ego |
| Jamie Shaw | 2 | Stainless tea infuser | +1 ego |
| Rowan Reed | 2 | Stainless tea infuser | +1 ego |
| Jordan Shaw | 3 | Reusable water bottle | +1 ego |
| Riley Shaw | 2 | Felt desk organizer | +1 ego |
| Harper Shaw | 5 | Bamboo drawer divider | +1 ego |
| Jordan Reed | 3 | Bamboo drawer divider | +1 ego |
| Emery Lane | 2 | Adjustable desk lamp | +1 ego |
| Kendall Reed | 3 | Felt desk organizer | +1 ego |
| Cameron Bennett | 3 | Adjustable desk lamp | +1 ego |
| Elliot Ellis | 2 | Adjustable desk lamp | +1 ego |
| Dana Carter | 2 | Adjustable desk lamp | +1 ego |
| Dana Palmer | 3 | Adjustable desk lamp | +1 ego |
| Emery Hayes | 4 | Reusable water bottle | +1 ego |
| Morgan Lane | 2 | Adjustable desk lamp | +1 ego |
| Distinct supporting histories | 29 | ||
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 |
| 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 |
| Wooden serving tray | P00028 |
| Clip-on reading light | P00030 |
| Stainless tea infuser | P00033 |
| Magnetic kitchen timer | P00035 |
| Portable picnic blanket | P00038 |
| Cotton oven mitts | P00042 |
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 50 histories · cap 10 · ±56 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 examined50
Complete product windows42seed egos
Highest corroboration29distinct 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.
Casey Reed5 products29 egos
Generated record ID: demo-178
29 distinct product-window-complete seed egos; 29 observed seed egos.
Observed count, including incomplete coverage: 29
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Quinn Reed | Reusable water bottle | 20 |
| Quinn Reed | Stainless tea infuser | 55 |
| Rowan Hayes | Adjustable desk lamp | 132 |
| Cameron Hayes | Adjustable desk lamp | 132 |
| Cameron Shaw | Stainless tea infuser | 55 |
| Harper Palmer | Adjustable desk lamp | 132 |
| Harper Palmer | Felt desk organizer | 160 |
| Cameron Carter | Adjustable desk lamp | 132 |
| Avery Bennett | Adjustable desk lamp | 132 |
| Sage Shaw | Adjustable desk lamp | 132 |
| Sage Shaw | Stainless tea infuser | 55 |
| Riley Palmer | Adjustable desk lamp | 132 |
| Riley Palmer | Felt desk organizer | 160 |
| Riley Palmer | Stainless tea infuser | 55 |
| Elliot Palmer | Adjustable desk lamp | 132 |
| Elliot Palmer | Felt desk organizer | 160 |
| Elliot Palmer | Bamboo drawer divider | 48 |
| Elliot Palmer | Stainless tea infuser | 55 |
| Emery Palmer | Adjustable desk lamp | 132 |
| Emery Palmer | Felt desk organizer | 160 |
| Emery Palmer | Bamboo drawer divider | 48 |
| Emery Palmer | Stainless tea infuser | 55 |
| Reese Shaw | Adjustable desk lamp | 132 |
| Casey Brooks | Adjustable desk lamp | 132 |
| Jordan Palmer | Reusable water bottle | 20 |
| Jordan 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 |
| Jamie Shaw | Stainless tea infuser | 55 |
| Rowan Reed | Stainless tea infuser | 55 |
| Jordan Shaw | Reusable water bottle | 20 |
| Riley Shaw | Felt desk organizer | 160 |
| Harper Shaw | Bamboo drawer divider | 48 |
| Jordan Reed | Bamboo drawer divider | 48 |
| Emery Lane | Adjustable desk lamp | 132 |
| Kendall Reed | Felt desk organizer | 160 |
| Cameron Bennett | Adjustable desk lamp | 132 |
| Elliot Ellis | Adjustable desk lamp | 132 |
| Dana Carter | Adjustable desk lamp | 132 |
| Dana Palmer | Adjustable desk lamp | 132 |
| Emery Hayes | Reusable water bottle | 20 |
| Morgan Lane | Adjustable desk lamp | 132 |
Emery Palmer10 products26 egos
Generated record ID: demo-161
26 distinct product-window-complete seed egos; 26 observed seed egos.
Observed count, including incomplete coverage: 26
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Quinn Reed | Compact phone stand | 160 |
| Quinn Reed | Stainless tea infuser | 62 |
| Rowan Hayes | Adjustable desk lamp | 97 |
| Rowan Hayes | Adjustable desk lamp | 104 |
| Casey Reed | Adjustable desk lamp | 97 |
| Casey Reed | Adjustable desk lamp | 104 |
| Casey Reed | Felt desk organizer | 153 |
| Casey Reed | Bamboo drawer divider | 55 |
| Casey Reed | Stainless tea infuser | 62 |
| Cameron Shaw | Stainless tea infuser | 62 |
| Harper Palmer | Adjustable desk lamp | 97 |
| Harper Palmer | Adjustable desk lamp | 104 |
| Harper Palmer | Compact phone stand | 160 |
| Harper Palmer | Felt desk organizer | 153 |
| Harper Palmer | Metal bookends | 13 |
| Harper Palmer | Silicone spatula set | 125 |
| Cameron Carter | Adjustable desk lamp | 97 |
| Cameron Carter | Adjustable desk lamp | 104 |
| Avery Bennett | Adjustable desk lamp | 97 |
| Avery Bennett | Adjustable desk lamp | 104 |
| Sage Shaw | Adjustable desk lamp | 97 |
| Sage Shaw | Adjustable desk lamp | 104 |
| Sage Shaw | Fabric pencil case | 62 |
| Sage Shaw | Stainless tea infuser | 62 |
| Sage Shaw | Cotton oven mitts | 104 |
| Riley Palmer | Adjustable desk lamp | 97 |
| Riley Palmer | Adjustable desk lamp | 104 |
| Riley Palmer | Felt desk organizer | 153 |
| Riley Palmer | Stainless tea infuser | 62 |
| 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 |
| Casey Brooks | Adjustable desk lamp | 97 |
| Casey Brooks | Adjustable desk lamp | 104 |
| Jordan Palmer | Metal bookends | 13 |
| Jordan Palmer | Clip-on reading light | 76 |
| Jordan Palmer | 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 |
| Jamie Shaw | Metal bookends | 13 |
| Jamie Shaw | Stainless tea infuser | 62 |
| Rowan Reed | Stainless tea infuser | 62 |
| Rowan Reed | Cotton oven mitts | 104 |
| Jordan Shaw | Compact phone stand | 160 |
| Jordan Shaw | Fabric pencil case | 62 |
| Jesse Palmer | Metal bookends | 13 |
| Jesse Palmer | Fabric pencil case | 62 |
| Riley Shaw | Felt desk organizer | 153 |
| Riley Shaw | Fabric pencil case | 62 |
| Taylor Palmer | Fabric pencil case | 62 |
| Harper Shaw | Bamboo drawer divider | 55 |
| Jordan Reed | Metal bookends | 13 |
| Jordan Reed | Bamboo drawer divider | 55 |
| Jordan Reed | Clip-on reading light | 76 |
| Emery Lane | Adjustable desk lamp | 97 |
| Emery Lane | Adjustable desk lamp | 104 |
| Kendall Reed | Felt desk organizer | 153 |
| Kendall Reed | Clip-on reading light | 76 |
| Dana Carter | Adjustable desk lamp | 104 |
| Kendall Brooks | Compact phone stand | 160 |
Harper Palmer6 products25 egos
Generated record ID: demo-162
25 distinct product-window-complete seed egos; 25 observed seed egos.
Observed count, including incomplete coverage: 25
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Quinn Reed | Compact phone stand | 160 |
| Rowan Hayes | Adjustable desk lamp | 97 |
| Sage Foster | Metal bookends | 20 |
| Casey Reed | Adjustable desk lamp | 97 |
| Casey Reed | Felt desk organizer | 146 |
| Cameron Shaw | Portable picnic blanket | 160 |
| Cameron Carter | Adjustable desk lamp | 97 |
| Avery Bennett | Adjustable desk lamp | 97 |
| Sage Shaw | Adjustable desk lamp | 97 |
| Riley Palmer | Adjustable desk lamp | 97 |
| Riley Palmer | Felt desk organizer | 146 |
| Elliot Palmer | Adjustable desk lamp | 97 |
| Elliot Palmer | Felt desk organizer | 146 |
| Elliot Palmer | Metal bookends | 20 |
| Elliot Palmer | Portable picnic blanket | 160 |
| Emery Palmer | Adjustable desk lamp | 97 |
| Emery Palmer | Compact phone stand | 160 |
| Emery Palmer | Felt desk organizer | 146 |
| Emery Palmer | Metal bookends | 20 |
| Emery Palmer | Silicone spatula set | 132 |
| Reese Shaw | Adjustable desk lamp | 97 |
| Casey Brooks | Adjustable desk lamp | 97 |
| Jordan Palmer | Metal bookends | 20 |
| Jamie Palmer | Compact phone stand | 160 |
| Jamie Palmer | Felt desk organizer | 146 |
| Jamie Palmer | Metal bookends | 20 |
| Jamie Shaw | Metal bookends | 20 |
| Jordan Shaw | Compact phone stand | 160 |
| Jesse Palmer | Metal bookends | 20 |
| Riley Shaw | Felt desk organizer | 146 |
| Taylor Palmer | Portable picnic blanket | 160 |
| Harper Shaw | Portable picnic blanket | 160 |
| Jordan Reed | Metal bookends | 20 |
| Emery Lane | Adjustable desk lamp | 97 |
| Kendall Reed | Felt desk organizer | 146 |
| Kendall Brooks | Compact phone stand | 160 |
Elliot Palmer9 products24 egos
Generated record ID: demo-160
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) |
|---|---|---|
| Quinn Reed | Stainless tea infuser | 62 |
| Rowan Hayes | Adjustable desk lamp | 90 |
| Casey Reed | Adjustable desk lamp | 90 |
| Casey Reed | Felt desk organizer | 146 |
| Casey Reed | Bamboo drawer divider | 41 |
| Casey Reed | Stainless tea infuser | 62 |
| Cameron Shaw | Stainless tea infuser | 62 |
| Cameron Shaw | Portable picnic blanket | 160 |
| Harper Palmer | Adjustable desk lamp | 90 |
| Harper Palmer | Felt desk organizer | 146 |
| Harper Palmer | Metal bookends | 13 |
| Harper Palmer | Portable picnic blanket | 160 |
| Cameron Carter | Adjustable desk lamp | 90 |
| Avery Bennett | Adjustable desk lamp | 90 |
| Sage Shaw | Adjustable desk lamp | 90 |
| Sage Shaw | Fabric pencil case | 55 |
| Sage Shaw | Stainless tea infuser | 62 |
| Sage Shaw | Cotton oven mitts | 111 |
| Riley Palmer | Adjustable desk lamp | 90 |
| Riley Palmer | Felt desk organizer | 146 |
| Riley Palmer | Stainless tea infuser | 62 |
| Emery Palmer | Adjustable desk lamp | 90 |
| Emery Palmer | Felt desk organizer | 146 |
| Emery Palmer | Metal bookends | 13 |
| Emery Palmer | Bamboo drawer divider | 41 |
| Emery Palmer | Fabric pencil case | 55 |
| Emery Palmer | Clip-on reading light | 55 |
| Emery Palmer | Stainless tea infuser | 62 |
| Emery Palmer | Cotton oven mitts | 111 |
| Reese Shaw | Adjustable desk lamp | 90 |
| Reese Shaw | Fabric pencil case | 55 |
| Casey Brooks | Adjustable desk lamp | 90 |
| Jordan Palmer | Metal bookends | 13 |
| Jordan Palmer | Clip-on reading light | 55 |
| Jordan Palmer | 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 |
| Jamie Shaw | Metal bookends | 13 |
| Jamie Shaw | Stainless tea infuser | 62 |
| Rowan Reed | Stainless tea infuser | 62 |
| Rowan Reed | Cotton oven mitts | 111 |
| Jordan Shaw | Fabric pencil case | 55 |
| Jesse Palmer | Metal bookends | 13 |
| Jesse Palmer | Fabric pencil case | 55 |
| Riley Shaw | Felt desk organizer | 146 |
| Riley Shaw | Fabric pencil case | 55 |
| Taylor Palmer | Fabric pencil case | 55 |
| Taylor Palmer | Portable picnic blanket | 160 |
| Harper Shaw | Bamboo drawer divider | 41 |
| Harper Shaw | Portable picnic blanket | 160 |
| Jordan Reed | Metal bookends | 13 |
| Jordan Reed | Bamboo drawer divider | 41 |
| Jordan Reed | Clip-on reading light | 55 |
| Kendall Reed | Felt desk organizer | 146 |
| Kendall Reed | Clip-on reading light | 55 |
| Elliot Foster | Adjustable desk lamp | 90 |
Casey Shaw4 products24 egos
Generated record ID: demo-200
24 distinct product-window-complete seed egos; 24 observed seed egos.
Observed count, including incomplete coverage: 24
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Quinn Reed | Compact phone stand | 153 |
| Rowan Hayes | Adjustable desk lamp | 132 |
| Cameron Hayes | Adjustable desk lamp | 132 |
| Casey Reed | Adjustable desk lamp | 132 |
| Casey Reed | Bamboo drawer divider | 55 |
| Harper Palmer | Adjustable desk lamp | 132 |
| Harper Palmer | Compact phone stand | 153 |
| Harper Palmer | Silicone spatula set | 125 |
| Cameron Carter | Adjustable desk lamp | 132 |
| Avery Bennett | Adjustable desk lamp | 132 |
| Sage Shaw | Adjustable desk lamp | 132 |
| Riley Palmer | Adjustable desk lamp | 132 |
| Elliot Palmer | Adjustable desk lamp | 132 |
| Elliot Palmer | Bamboo drawer divider | 55 |
| Emery Palmer | Adjustable desk lamp | 132 |
| Emery Palmer | Compact phone stand | 153 |
| Emery Palmer | Bamboo drawer divider | 55 |
| Emery Palmer | Silicone spatula set | 125 |
| Reese Shaw | Adjustable desk lamp | 132 |
| Casey Brooks | Adjustable desk lamp | 132 |
| Jamie Palmer | Compact phone stand | 153 |
| Jamie Palmer | Bamboo drawer divider | 55 |
| Jordan Shaw | Compact phone stand | 153 |
| Harper Shaw | Bamboo drawer divider | 55 |
| Jordan Reed | Bamboo drawer divider | 55 |
| Emery Lane | Adjustable desk lamp | 132 |
| Cameron Bennett | Adjustable desk lamp | 132 |
| Elliot Ellis | Adjustable desk lamp | 132 |
| Dana Carter | Adjustable desk lamp | 132 |
| Dana Palmer | Adjustable desk lamp | 132 |
| Morgan Lane | Adjustable desk lamp | 132 |
| Kendall Brooks | Compact phone stand | 153 |
Cameron Carter1 products24 egos
Generated record ID: demo-47
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 | 48 |
| Rowan Hayes | Adjustable desk lamp | 111 |
| Sage Brooks | Adjustable desk lamp | 48 |
| Cameron Hayes | Adjustable desk lamp | 153 |
| Casey Reed | Adjustable desk lamp | 111 |
| Casey Reed | Adjustable desk lamp | 153 |
| Cameron Shaw | Adjustable desk lamp | 48 |
| Harper Palmer | Adjustable desk lamp | 48 |
| Harper Palmer | Adjustable desk lamp | 111 |
| Avery Bennett | Adjustable desk lamp | 48 |
| Avery Bennett | Adjustable desk lamp | 111 |
| Avery Bennett | Adjustable desk lamp | 153 |
| Sage Shaw | Adjustable desk lamp | 48 |
| Sage Shaw | Adjustable desk lamp | 111 |
| Riley Palmer | Adjustable desk lamp | 48 |
| Riley Palmer | Adjustable desk lamp | 111 |
| Riley Palmer | Adjustable desk lamp | 153 |
| Elliot Palmer | Adjustable desk lamp | 48 |
| Elliot Palmer | Adjustable desk lamp | 111 |
| Emery Palmer | Adjustable desk lamp | 48 |
| Emery Palmer | Adjustable desk lamp | 111 |
| Emery Palmer | Adjustable desk lamp | 153 |
| Reese Shaw | Adjustable desk lamp | 48 |
| Reese Shaw | Adjustable desk lamp | 111 |
| Casey Brooks | Adjustable desk lamp | 48 |
| Casey Brooks | Adjustable desk lamp | 111 |
| Harper Shaw | Adjustable desk lamp | 48 |
| Emery Lane | Adjustable desk lamp | 111 |
| Emery Lane | Adjustable desk lamp | 153 |
| Cameron Bennett | Adjustable desk lamp | 48 |
| Cameron Bennett | Adjustable desk lamp | 153 |
| Elliot Ellis | Adjustable desk lamp | 48 |
| Elliot Ellis | Adjustable desk lamp | 153 |
| Dana Carter | Adjustable desk lamp | 111 |
| Dana Carter | Adjustable desk lamp | 153 |
| Kendall Bennett | Adjustable desk lamp | 48 |
| Elliot Foster | Adjustable desk lamp | 48 |
| Drew Carter | Adjustable desk lamp | 48 |
| Taylor Carter | Adjustable desk lamp | 48 |
| Dana Palmer | Adjustable desk lamp | 111 |
| Dana Palmer | Adjustable desk lamp | 153 |
| Morgan Lane | Adjustable desk lamp | 111 |
| Morgan Lane | Adjustable desk lamp | 153 |
Cameron Shaw4 products23 egos
Generated record ID: demo-201
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) |
|---|---|---|
| Quinn Reed | Stainless tea infuser | 48 |
| Sage Brooks | Adjustable desk lamp | 20 |
| Sage Brooks | Canvas tote bag | 139 |
| Cameron Hayes | Canvas tote bag | 139 |
| Casey Reed | Stainless tea infuser | 48 |
| Harper Palmer | Portable picnic blanket | 160 |
| Cameron Carter | Adjustable desk lamp | 20 |
| Avery Bennett | Adjustable desk lamp | 20 |
| Sage Shaw | Stainless tea infuser | 48 |
| Riley Palmer | Stainless tea infuser | 48 |
| Elliot Palmer | Stainless tea infuser | 48 |
| Elliot Palmer | Portable picnic blanket | 160 |
| Emery Palmer | Stainless tea infuser | 48 |
| Jordan Palmer | Stainless tea infuser | 48 |
| Jamie Palmer | Stainless tea infuser | 48 |
| Jamie Shaw | Stainless tea infuser | 48 |
| Rowan Reed | Stainless tea infuser | 48 |
| Taylor Palmer | Portable picnic blanket | 160 |
| Harper Shaw | Adjustable desk lamp | 20 |
| Harper Shaw | Portable picnic blanket | 160 |
| Cameron Bennett | Adjustable desk lamp | 20 |
| Elliot Ellis | Adjustable desk lamp | 20 |
| Kendall Bennett | Adjustable desk lamp | 20 |
| Elliot Foster | Adjustable desk lamp | 20 |
| Drew Carter | Adjustable desk lamp | 20 |
| Taylor Carter | Adjustable desk lamp | 20 |
| Taylor Carter | Canvas tote bag | 139 |
Avery Bennett2 products22 egos
Generated record ID: demo-1
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 | 62 |
| Rowan Hayes | Adjustable desk lamp | 132 |
| Rowan Hayes | Cotton throw blanket | 160 |
| Sage Brooks | Adjustable desk lamp | 62 |
| Sage Brooks | Cotton throw blanket | 160 |
| Cameron Hayes | Adjustable desk lamp | 132 |
| Casey Reed | Adjustable desk lamp | 132 |
| Cameron Shaw | Adjustable desk lamp | 62 |
| Harper Palmer | Adjustable desk lamp | 62 |
| Harper Palmer | Adjustable desk lamp | 132 |
| Cameron Carter | Adjustable desk lamp | 62 |
| Cameron Carter | Adjustable desk lamp | 132 |
| Sage Shaw | Adjustable desk lamp | 62 |
| Sage Shaw | Adjustable desk lamp | 132 |
| Riley Palmer | Adjustable desk lamp | 62 |
| Riley Palmer | Adjustable desk lamp | 132 |
| Elliot Palmer | Adjustable desk lamp | 62 |
| Elliot Palmer | Adjustable desk lamp | 132 |
| Emery Palmer | Adjustable desk lamp | 62 |
| Emery Palmer | Adjustable desk lamp | 132 |
| Reese Shaw | Adjustable desk lamp | 62 |
| Reese Shaw | Adjustable desk lamp | 132 |
| Casey Brooks | Adjustable desk lamp | 62 |
| Casey Brooks | Adjustable desk lamp | 132 |
| Harper Shaw | Adjustable desk lamp | 62 |
| Emery Lane | Adjustable desk lamp | 132 |
| Cameron Bennett | Adjustable desk lamp | 132 |
| Elliot Ellis | Adjustable desk lamp | 62 |
| Elliot Ellis | Adjustable desk lamp | 132 |
| Dana Carter | Adjustable desk lamp | 132 |
| Kendall Bennett | Adjustable desk lamp | 62 |
| Elliot Foster | Adjustable desk lamp | 62 |
| Dana Palmer | Adjustable desk lamp | 132 |
| Morgan Lane | Adjustable desk lamp | 132 |
Parker Palmer5 products22 egos
Generated record ID: demo-169
22 distinct product-window-complete seed egos; 22 observed seed egos.
Observed count, including incomplete coverage: 22
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Rowan Hayes | Adjustable desk lamp | 90 |
| Rowan Hayes | Adjustable desk lamp | 104 |
| Casey Reed | Adjustable desk lamp | 90 |
| Casey Reed | Adjustable desk lamp | 104 |
| Cameron Shaw | Portable picnic blanket | 160 |
| Harper Palmer | Adjustable desk lamp | 90 |
| Harper Palmer | Adjustable desk lamp | 104 |
| Harper Palmer | Metal bookends | 13 |
| Harper Palmer | Silicone spatula set | 125 |
| Harper Palmer | Portable picnic blanket | 160 |
| Cameron Carter | Adjustable desk lamp | 90 |
| Cameron Carter | Adjustable desk lamp | 104 |
| Avery Bennett | Adjustable desk lamp | 90 |
| Avery Bennett | Adjustable desk lamp | 104 |
| Sage Shaw | Adjustable desk lamp | 90 |
| Sage Shaw | Adjustable desk lamp | 104 |
| Riley Palmer | Adjustable desk lamp | 90 |
| Riley Palmer | Adjustable desk lamp | 104 |
| Elliot Palmer | Adjustable desk lamp | 90 |
| Elliot Palmer | Adjustable desk lamp | 104 |
| Elliot Palmer | Metal bookends | 13 |
| Elliot Palmer | Portable picnic blanket | 160 |
| Emery Palmer | Adjustable desk lamp | 90 |
| Emery Palmer | Adjustable desk lamp | 104 |
| Emery Palmer | Metal bookends | 13 |
| Emery Palmer | Silicone spatula set | 125 |
| Reese Shaw | Adjustable desk lamp | 90 |
| Reese Shaw | Adjustable desk lamp | 104 |
| Casey Brooks | Adjustable desk lamp | 90 |
| Casey Brooks | Adjustable desk lamp | 104 |
| Jordan Palmer | Metal bookends | 13 |
| Jamie Palmer | Metal bookends | 13 |
| Jamie Shaw | Metal bookends | 13 |
| Jesse Palmer | Metal bookends | 13 |
| Taylor Palmer | Portable picnic blanket | 160 |
| Harper Shaw | Portable picnic blanket | 160 |
| Jordan Reed | Metal bookends | 13 |
| Emery Lane | Adjustable desk lamp | 104 |
| Cameron Bennett | Bamboo cutting board | 174 |
| Dana Carter | Adjustable desk lamp | 104 |
Drew Hayes2 products21 egos
Generated record ID: demo-115
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 | 62 |
| Rowan Hayes | Adjustable desk lamp | 97 |
| Sage Brooks | Adjustable desk lamp | 62 |
| Casey Reed | Adjustable desk lamp | 97 |
| Casey Reed | Bamboo drawer divider | 97 |
| Cameron Shaw | Adjustable desk lamp | 62 |
| Harper Palmer | Adjustable desk lamp | 62 |
| Harper Palmer | Adjustable desk lamp | 97 |
| Cameron Carter | Adjustable desk lamp | 62 |
| Cameron Carter | Adjustable desk lamp | 97 |
| Avery Bennett | Adjustable desk lamp | 62 |
| Avery Bennett | Adjustable desk lamp | 97 |
| Sage Shaw | Adjustable desk lamp | 62 |
| Sage Shaw | Adjustable desk lamp | 97 |
| Riley Palmer | Adjustable desk lamp | 62 |
| Riley Palmer | Adjustable desk lamp | 97 |
| Elliot Palmer | Adjustable desk lamp | 62 |
| Elliot Palmer | Adjustable desk lamp | 97 |
| Elliot Palmer | Bamboo drawer divider | 97 |
| Emery Palmer | Adjustable desk lamp | 62 |
| Emery Palmer | Adjustable desk lamp | 97 |
| Emery Palmer | Bamboo drawer divider | 97 |
| Reese Shaw | Adjustable desk lamp | 62 |
| Reese Shaw | Adjustable desk lamp | 97 |
| Casey Brooks | Adjustable desk lamp | 62 |
| Casey Brooks | Adjustable desk lamp | 97 |
| Jamie Palmer | Bamboo drawer divider | 97 |
| Harper Shaw | Adjustable desk lamp | 62 |
| Harper Shaw | Bamboo drawer divider | 97 |
| Jordan Reed | Bamboo drawer divider | 97 |
| Emery Lane | Adjustable desk lamp | 97 |
| Elliot Ellis | Adjustable desk lamp | 62 |
| Dana Carter | Adjustable desk lamp | 97 |
| Kendall Bennett | Adjustable desk lamp | 62 |
| Elliot Foster | Adjustable desk lamp | 62 |
Jamie Palmer9 products21 egos
Generated record ID: demo-163
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) |
|---|---|---|
| Quinn Reed | Compact phone stand | 153 |
| Quinn Reed | Reusable water bottle | 27 |
| Quinn Reed | Stainless tea infuser | 55 |
| Casey Reed | Reusable water bottle | 27 |
| Casey Reed | Felt desk organizer | 160 |
| Casey Reed | Bamboo drawer divider | 41 |
| Casey Reed | Stainless tea infuser | 55 |
| Cameron Shaw | Stainless tea infuser | 55 |
| Harper Palmer | Compact phone stand | 153 |
| Harper Palmer | Felt desk organizer | 160 |
| Harper Palmer | Metal bookends | 20 |
| Sage Shaw | Fabric pencil case | 62 |
| Sage Shaw | Stainless tea infuser | 55 |
| Sage Shaw | Cotton oven mitts | 97 |
| Riley Palmer | Felt desk organizer | 160 |
| Riley Palmer | Stainless tea infuser | 55 |
| 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 |
| Emery Palmer | Compact phone stand | 153 |
| Emery Palmer | Felt desk organizer | 160 |
| Emery Palmer | Metal bookends | 20 |
| Emery Palmer | Bamboo drawer divider | 41 |
| Emery Palmer | Fabric pencil case | 62 |
| Emery Palmer | Clip-on reading light | 76 |
| Emery Palmer | Stainless tea infuser | 55 |
| Emery Palmer | Cotton oven mitts | 97 |
| Reese Shaw | Fabric pencil case | 62 |
| Jordan Palmer | Reusable water bottle | 27 |
| Jordan Palmer | Metal bookends | 20 |
| Jordan Palmer | Clip-on reading light | 76 |
| Jordan Palmer | Stainless tea infuser | 55 |
| Jamie Shaw | Metal bookends | 20 |
| Jamie Shaw | Stainless tea infuser | 55 |
| Rowan Reed | Stainless tea infuser | 55 |
| Rowan Reed | Cotton oven mitts | 97 |
| Jordan Shaw | Compact phone stand | 153 |
| Jordan Shaw | Reusable water bottle | 27 |
| Jordan Shaw | Fabric pencil case | 62 |
| Jesse Palmer | Metal bookends | 20 |
| Jesse Palmer | Fabric pencil case | 62 |
| Riley Shaw | Felt desk organizer | 160 |
| Riley Shaw | Fabric pencil case | 62 |
| Taylor Palmer | Fabric pencil case | 62 |
| Harper Shaw | Bamboo drawer divider | 41 |
| Jordan Reed | Metal bookends | 20 |
| Jordan Reed | Bamboo drawer divider | 41 |
| Jordan Reed | Clip-on reading light | 76 |
| Kendall Reed | Felt desk organizer | 160 |
| Kendall Reed | Clip-on reading light | 76 |
| Emery Hayes | Reusable water bottle | 27 |
| Kendall Brooks | Compact phone stand | 153 |
Sage Palmer4 products21 egos
Generated record ID: demo-174
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 |
| Casey Reed | Adjustable desk lamp | 97 |
| Casey Reed | Felt desk organizer | 139 |
| Harper Palmer | Adjustable desk lamp | 97 |
| Harper Palmer | Felt desk organizer | 139 |
| Harper Palmer | Metal bookends | 13 |
| Cameron Carter | Adjustable desk lamp | 97 |
| Avery Bennett | Adjustable desk lamp | 97 |
| Sage Shaw | Adjustable desk lamp | 97 |
| Sage Shaw | Fabric pencil case | 62 |
| Riley Palmer | Adjustable desk lamp | 97 |
| Riley Palmer | Felt desk organizer | 139 |
| Elliot Palmer | Adjustable desk lamp | 97 |
| Elliot Palmer | Felt desk organizer | 139 |
| Elliot Palmer | Metal bookends | 13 |
| Elliot Palmer | Fabric pencil case | 62 |
| Emery Palmer | Adjustable desk lamp | 97 |
| Emery Palmer | Felt desk organizer | 139 |
| Emery Palmer | Metal bookends | 13 |
| Emery Palmer | Fabric pencil case | 62 |
| Reese Shaw | Adjustable desk lamp | 97 |
| Reese Shaw | Fabric pencil case | 62 |
| Casey Brooks | Adjustable desk lamp | 97 |
| Jordan Palmer | Metal bookends | 13 |
| Jamie Palmer | Felt desk organizer | 139 |
| Jamie Palmer | Metal bookends | 13 |
| Jamie Palmer | Fabric pencil case | 62 |
| Jamie Shaw | Metal bookends | 13 |
| Jordan Shaw | Fabric pencil case | 62 |
| Jesse Palmer | Metal bookends | 13 |
| Jesse Palmer | Fabric pencil case | 62 |
| Riley Shaw | Felt desk organizer | 139 |
| Riley Shaw | Fabric pencil case | 62 |
| Taylor Palmer | Fabric pencil case | 62 |
| Jordan Reed | Metal bookends | 13 |
| Emery Lane | Adjustable desk lamp | 97 |
| Kendall Reed | Felt desk organizer | 139 |
Drew Reed2 products21 egos
Generated record ID: demo-181
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 |
| Rowan Hayes | Adjustable desk lamp | 153 |
| Cameron Hayes | Adjustable desk lamp | 153 |
| Casey Reed | Adjustable desk lamp | 97 |
| Casey Reed | Adjustable desk lamp | 153 |
| Cameron Shaw | Portable picnic blanket | 174 |
| Harper Palmer | Adjustable desk lamp | 97 |
| Harper Palmer | Adjustable desk lamp | 153 |
| Harper Palmer | Portable picnic blanket | 174 |
| Cameron Carter | Adjustable desk lamp | 97 |
| Cameron Carter | Adjustable desk lamp | 153 |
| Avery Bennett | Adjustable desk lamp | 97 |
| Avery Bennett | Adjustable desk lamp | 153 |
| Sage Shaw | Adjustable desk lamp | 97 |
| Riley Palmer | Adjustable desk lamp | 97 |
| Riley Palmer | Adjustable desk lamp | 153 |
| Elliot Palmer | Adjustable desk lamp | 97 |
| Elliot Palmer | Portable picnic blanket | 174 |
| Emery Palmer | Adjustable desk lamp | 97 |
| Emery Palmer | Adjustable desk lamp | 153 |
| Reese Shaw | Adjustable desk lamp | 97 |
| Casey Brooks | Adjustable desk lamp | 97 |
| Casey Brooks | Adjustable desk lamp | 153 |
| Taylor Palmer | Portable picnic blanket | 174 |
| Harper Shaw | Portable picnic blanket | 174 |
| Emery Lane | Adjustable desk lamp | 153 |
| Cameron Bennett | Adjustable desk lamp | 153 |
| Elliot Ellis | Adjustable desk lamp | 153 |
| Dana Carter | Adjustable desk lamp | 153 |
| Dana Palmer | Adjustable desk lamp | 153 |
| Morgan Lane | Adjustable desk lamp | 153 |
Riley Reed2 products21 egos
Generated record ID: demo-194
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 | 132 |
| Cameron Hayes | Adjustable desk lamp | 132 |
| Casey Reed | Adjustable desk lamp | 132 |
| Casey Reed | Felt desk organizer | 146 |
| Harper Palmer | Adjustable desk lamp | 132 |
| Harper Palmer | Felt desk organizer | 146 |
| Cameron Carter | Adjustable desk lamp | 132 |
| Avery Bennett | Adjustable desk lamp | 132 |
| Sage Shaw | Adjustable desk lamp | 132 |
| Riley Palmer | Adjustable desk lamp | 132 |
| Riley Palmer | Felt desk organizer | 146 |
| Elliot Palmer | Adjustable desk lamp | 132 |
| Elliot Palmer | Felt desk organizer | 146 |
| Emery Palmer | Adjustable desk lamp | 132 |
| Emery Palmer | Felt desk organizer | 146 |
| Reese Shaw | Adjustable desk lamp | 132 |
| Casey Brooks | Adjustable desk lamp | 132 |
| Jamie Palmer | Felt desk organizer | 146 |
| Riley Shaw | Felt desk organizer | 146 |
| Emery Lane | Adjustable desk lamp | 132 |
| Kendall Reed | Felt desk organizer | 146 |
| Cameron Bennett | Adjustable desk lamp | 132 |
| Elliot Ellis | Adjustable desk lamp | 132 |
| Dana Carter | Adjustable desk lamp | 132 |
| Dana Palmer | Adjustable desk lamp | 132 |
| Morgan Lane | Adjustable desk lamp | 132 |
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) |
|---|---|---|
| Quinn Reed | Compact phone stand | 153 |
| Quinn Reed | Reusable water bottle | 27 |
| Rowan Hayes | Adjustable desk lamp | 97 |
| Casey Reed | Adjustable desk lamp | 97 |
| Casey Reed | Reusable water bottle | 27 |
| Casey Reed | Felt desk organizer | 146 |
| Harper Palmer | Adjustable desk lamp | 97 |
| Harper Palmer | Compact phone stand | 153 |
| Harper Palmer | Felt desk organizer | 146 |
| Cameron Carter | Adjustable desk lamp | 97 |
| Avery Bennett | Adjustable desk lamp | 97 |
| Sage Shaw | Adjustable desk lamp | 97 |
| Riley Palmer | Adjustable desk lamp | 97 |
| Riley Palmer | Felt desk organizer | 146 |
| Elliot Palmer | Adjustable desk lamp | 97 |
| Elliot Palmer | Felt desk organizer | 146 |
| Emery Palmer | Adjustable desk lamp | 97 |
| Emery Palmer | Compact phone stand | 153 |
| Emery Palmer | Felt desk organizer | 146 |
| Reese Shaw | Adjustable desk lamp | 97 |
| Casey Brooks | Adjustable desk lamp | 97 |
| Jordan Palmer | Reusable water bottle | 27 |
| Jamie Palmer | Compact phone stand | 153 |
| Jamie Palmer | Reusable water bottle | 27 |
| Jamie Palmer | Felt desk organizer | 146 |
| Jordan Shaw | Compact phone stand | 153 |
| Jordan Shaw | Reusable water bottle | 27 |
| Riley Shaw | Felt desk organizer | 146 |
| Kendall Reed | Felt desk organizer | 146 |
| Drew Carter | Glass storage jars | 174 |
| Emery Hayes | Reusable water bottle | 27 |
| Kendall Brooks | Compact phone stand | 153 |
Reese Palmer3 products20 egos
Generated record ID: demo-171
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 | 104 |
| Casey Reed | Adjustable desk lamp | 104 |
| Casey Reed | Bamboo drawer divider | 48 |
| Harper Palmer | Adjustable desk lamp | 104 |
| Cameron Carter | Adjustable desk lamp | 104 |
| Avery Bennett | Adjustable desk lamp | 104 |
| Sage Shaw | Adjustable desk lamp | 104 |
| Sage Shaw | Fabric pencil case | 55 |
| Riley Palmer | Adjustable desk lamp | 104 |
| Elliot Palmer | Adjustable desk lamp | 104 |
| Elliot Palmer | Bamboo drawer divider | 48 |
| Elliot Palmer | Fabric pencil case | 55 |
| Emery Palmer | Adjustable desk lamp | 104 |
| Emery Palmer | Bamboo drawer divider | 48 |
| Emery Palmer | Fabric pencil case | 55 |
| Reese Shaw | Adjustable desk lamp | 104 |
| Reese Shaw | Fabric pencil case | 55 |
| Casey Brooks | Adjustable desk lamp | 104 |
| Jamie Palmer | Bamboo drawer divider | 48 |
| Jamie Palmer | Fabric pencil case | 55 |
| Jordan Shaw | Fabric pencil case | 55 |
| Jesse Palmer | Fabric pencil case | 55 |
| Riley Shaw | Fabric pencil case | 55 |
| Taylor Palmer | Fabric pencil case | 55 |
| Harper Shaw | Bamboo drawer divider | 48 |
| Jordan Reed | Bamboo drawer divider | 48 |
| Emery Lane | Adjustable desk lamp | 104 |
| Dana Carter | Adjustable desk lamp | 104 |
Riley Palmer3 products20 egos
Generated record ID: demo-172
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) |
|---|---|---|
| Quinn Reed | Stainless tea infuser | 48 |
| Rowan Hayes | Adjustable desk lamp | 104 |
| Casey Reed | Adjustable desk lamp | 104 |
| Casey Reed | Felt desk organizer | 146 |
| Casey Reed | Stainless tea infuser | 48 |
| Cameron Shaw | Stainless tea infuser | 48 |
| Harper Palmer | Adjustable desk lamp | 104 |
| Harper Palmer | Felt desk organizer | 146 |
| Cameron Carter | Adjustable desk lamp | 104 |
| Avery Bennett | Adjustable desk lamp | 104 |
| Sage Shaw | Adjustable desk lamp | 104 |
| Sage Shaw | Stainless tea infuser | 48 |
| Elliot Palmer | Adjustable desk lamp | 104 |
| Elliot Palmer | Felt desk organizer | 146 |
| Elliot Palmer | Stainless tea infuser | 48 |
| Emery Palmer | Adjustable desk lamp | 104 |
| Emery Palmer | Felt desk organizer | 146 |
| Emery Palmer | Stainless tea infuser | 48 |
| Reese Shaw | Adjustable desk lamp | 104 |
| Casey Brooks | Adjustable desk lamp | 104 |
| Jordan Palmer | Stainless tea infuser | 48 |
| Jamie Palmer | Felt desk organizer | 146 |
| Jamie Palmer | Stainless tea infuser | 48 |
| Jamie Shaw | Stainless tea infuser | 48 |
| Rowan Reed | Stainless tea infuser | 48 |
| Riley Shaw | Felt desk organizer | 146 |
| Emery Lane | Adjustable desk lamp | 104 |
| Kendall Reed | Felt desk organizer | 146 |
| Dana Carter | Adjustable desk lamp | 104 |
Cameron Reed4 products20 egos
Generated record ID: demo-179
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 | 83 |
| Sage Foster | Metal bookends | 27 |
| Sage Brooks | Canvas tote bag | 55 |
| Casey Reed | Adjustable desk lamp | 83 |
| Harper Palmer | Adjustable desk lamp | 83 |
| Harper Palmer | Metal bookends | 27 |
| Cameron Carter | Adjustable desk lamp | 83 |
| Avery Bennett | Adjustable desk lamp | 83 |
| Sage Shaw | Adjustable desk lamp | 83 |
| Sage Shaw | Cotton oven mitts | 97 |
| Riley Palmer | Adjustable desk lamp | 83 |
| Elliot Palmer | Adjustable desk lamp | 83 |
| Elliot Palmer | Metal bookends | 27 |
| Elliot Palmer | Cotton oven mitts | 97 |
| Emery Palmer | Adjustable desk lamp | 83 |
| Emery Palmer | Metal bookends | 27 |
| Emery Palmer | Cotton oven mitts | 97 |
| Reese Shaw | Adjustable desk lamp | 83 |
| Casey Brooks | Adjustable desk lamp | 83 |
| Jordan Palmer | Metal bookends | 27 |
| Jamie Palmer | Metal bookends | 27 |
| Jamie Palmer | Cotton oven mitts | 97 |
| Jamie Shaw | Metal bookends | 27 |
| Rowan Reed | Cotton oven mitts | 97 |
| Jesse Palmer | Metal bookends | 27 |
| Jordan Reed | Metal bookends | 27 |
| Elliot Foster | Adjustable desk lamp | 83 |
Quinn Reed4 products20 egos
Generated record ID: demo-192
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) |
|---|---|---|
| Riley Bennett | Cotton throw blanket | 62 |
| Avery Foster | Cotton throw blanket | 62 |
| Rowan Hayes | Cotton throw blanket | 62 |
| Sage Foster | Cotton throw blanket | 62 |
| Sage Brooks | Cotton throw blanket | 62 |
| Cameron Hayes | Cotton throw blanket | 62 |
| Casey Reed | Reusable water bottle | 13 |
| Casey Reed | Stainless tea infuser | 55 |
| Cameron Shaw | Stainless tea infuser | 55 |
| Harper Palmer | Compact phone stand | 153 |
| Sage Shaw | Stainless tea infuser | 55 |
| Riley Palmer | Stainless tea infuser | 55 |
| Elliot Palmer | Stainless tea infuser | 55 |
| Emery Palmer | Compact phone stand | 153 |
| Emery Palmer | Stainless tea infuser | 55 |
| Jordan Palmer | Reusable water bottle | 13 |
| Jordan Palmer | Stainless tea infuser | 55 |
| Jamie Palmer | Compact phone stand | 153 |
| Jamie Palmer | Reusable water bottle | 13 |
| Jamie Palmer | Stainless tea infuser | 55 |
| Jamie Shaw | Stainless tea infuser | 55 |
| Rowan Reed | Stainless tea infuser | 55 |
| Jordan Shaw | Compact phone stand | 153 |
| Jordan Shaw | Reusable water bottle | 13 |
| Emery Hayes | Reusable water bottle | 13 |
| Kendall Brooks | Compact phone stand | 153 |
Sage Shaw4 products20 egos
Generated record ID: demo-218
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) |
|---|---|---|
| Quinn Reed | Stainless tea infuser | 41 |
| Rowan Hayes | Adjustable desk lamp | 90 |
| Casey Reed | Adjustable desk lamp | 90 |
| Casey Reed | Stainless tea infuser | 41 |
| Cameron Shaw | Stainless tea infuser | 41 |
| Harper Palmer | Adjustable desk lamp | 90 |
| Cameron Carter | Adjustable desk lamp | 90 |
| Avery Bennett | Adjustable desk lamp | 90 |
| Riley Palmer | Adjustable desk lamp | 90 |
| Riley Palmer | Stainless tea infuser | 41 |
| Elliot Palmer | Adjustable desk lamp | 90 |
| Elliot Palmer | Fabric pencil case | 55 |
| Elliot Palmer | Stainless tea infuser | 41 |
| Elliot Palmer | Cotton oven mitts | 111 |
| Emery Palmer | Adjustable desk lamp | 90 |
| Emery Palmer | Fabric pencil case | 55 |
| Emery Palmer | Stainless tea infuser | 41 |
| Emery Palmer | Cotton oven mitts | 111 |
| Reese Shaw | Adjustable desk lamp | 90 |
| Reese Shaw | Fabric pencil case | 55 |
| Casey Brooks | Adjustable desk lamp | 90 |
| Jordan Palmer | Stainless tea infuser | 41 |
| Jamie Palmer | Fabric pencil case | 55 |
| Jamie Palmer | Stainless tea infuser | 41 |
| Jamie Palmer | Cotton oven mitts | 111 |
| Jamie Shaw | Stainless tea infuser | 41 |
| Rowan Reed | Stainless tea infuser | 41 |
| Rowan Reed | Cotton oven mitts | 111 |
| Jordan Shaw | Fabric pencil case | 55 |
| Jesse Palmer | Fabric pencil case | 55 |
| Riley Shaw | Fabric pencil case | 55 |
| Taylor Palmer | Fabric pencil case | 55 |
Riley Ellis1 products20 egos
Generated record ID: demo-84
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 |
| Sage Brooks | Adjustable desk lamp | 34 |
| Casey Reed | Adjustable desk lamp | 90 |
| Cameron Shaw | Adjustable desk lamp | 34 |
| Harper Palmer | Adjustable desk lamp | 90 |
| Cameron Carter | Adjustable desk lamp | 34 |
| Cameron Carter | Adjustable desk lamp | 90 |
| Avery Bennett | Adjustable desk lamp | 34 |
| Avery Bennett | Adjustable desk lamp | 90 |
| Sage Shaw | Adjustable desk lamp | 34 |
| Sage Shaw | Adjustable desk lamp | 90 |
| Riley Palmer | Adjustable desk lamp | 90 |
| Elliot Palmer | Adjustable desk lamp | 34 |
| Elliot Palmer | Adjustable desk lamp | 90 |
| Emery Palmer | Adjustable desk lamp | 90 |
| Reese Shaw | Adjustable desk lamp | 34 |
| Reese Shaw | Adjustable desk lamp | 90 |
| Casey Brooks | Adjustable desk lamp | 90 |
| Harper Shaw | Adjustable desk lamp | 34 |
| Cameron Bennett | Adjustable desk lamp | 34 |
| Elliot Ellis | Adjustable desk lamp | 34 |
| Kendall Bennett | Adjustable desk lamp | 34 |
| Elliot Foster | Adjustable desk lamp | 34 |
| Drew Carter | Adjustable desk lamp | 34 |
| Taylor Carter | Adjustable desk lamp | 34 |
Casey Hayes3 products19 egos
Generated record ID: demo-112
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 | Cotton throw blanket | 160 |
| Sage Brooks | Adjustable desk lamp | 41 |
| Sage Brooks | Canvas tote bag | 125 |
| Sage Brooks | Canvas tote bag | 132 |
| Sage Brooks | Cotton throw blanket | 160 |
| Cameron Hayes | Canvas tote bag | 125 |
| Cameron Hayes | Canvas tote bag | 132 |
| Cameron Shaw | Adjustable desk lamp | 41 |
| Cameron Shaw | Canvas tote bag | 125 |
| Cameron Shaw | Canvas tote bag | 132 |
| Harper Palmer | Adjustable desk lamp | 41 |
| Cameron Carter | Adjustable desk lamp | 41 |
| Avery Bennett | Adjustable desk lamp | 41 |
| Avery Bennett | Cotton throw blanket | 160 |
| Sage Shaw | Adjustable desk lamp | 41 |
| Elliot Palmer | Adjustable desk lamp | 41 |
| Emery Palmer | Adjustable desk lamp | 41 |
| Reese Shaw | Adjustable desk lamp | 41 |
| Casey Brooks | Adjustable desk lamp | 41 |
| Harper Shaw | Adjustable desk lamp | 41 |
| Cameron Bennett | Adjustable desk lamp | 41 |
| Elliot Ellis | Adjustable desk lamp | 41 |
| Kendall Bennett | Adjustable desk lamp | 41 |
| Elliot Foster | Adjustable desk lamp | 41 |
| Drew Carter | Adjustable desk lamp | 41 |
| Taylor Carter | Adjustable desk lamp | 41 |
| Taylor Carter | Canvas tote bag | 125 |
| Taylor Carter | Canvas tote bag | 132 |
Rowan Lane2 products19 egos
Generated record ID: demo-151
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 | 62 |
| Rowan Hayes | Glass storage jars | 104 |
| Sage Brooks | Adjustable desk lamp | 62 |
| Cameron Shaw | Adjustable desk lamp | 62 |
| Harper Palmer | Adjustable desk lamp | 62 |
| Cameron Carter | Adjustable desk lamp | 62 |
| Avery Bennett | Adjustable desk lamp | 62 |
| Sage Shaw | Adjustable desk lamp | 62 |
| Riley Palmer | Adjustable desk lamp | 62 |
| Elliot Palmer | Adjustable desk lamp | 62 |
| Emery Palmer | Adjustable desk lamp | 62 |
| Reese Shaw | Adjustable desk lamp | 62 |
| Casey Brooks | Adjustable desk lamp | 62 |
| Harper Shaw | Adjustable desk lamp | 62 |
| Cameron Bennett | Adjustable desk lamp | 62 |
| Elliot Ellis | Adjustable desk lamp | 62 |
| Kendall Bennett | Adjustable desk lamp | 62 |
| Elliot Foster | Adjustable desk lamp | 62 |
| Drew Carter | Adjustable desk lamp | 62 |
| Drew Carter | Glass storage jars | 104 |
| Taylor Carter | Adjustable desk lamp | 62 |
Jordan Palmer5 products19 egos
Generated record ID: demo-165
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) |
|---|---|---|
| Quinn Reed | Reusable water bottle | 27 |
| Quinn Reed | Stainless tea infuser | 48 |
| Sage Foster | Metal bookends | 20 |
| Casey Reed | Reusable water bottle | 27 |
| Casey Reed | Stainless tea infuser | 48 |
| Cameron Shaw | Stainless tea infuser | 48 |
| Harper Palmer | Metal bookends | 20 |
| Sage Shaw | Stainless tea infuser | 48 |
| Riley Palmer | Stainless tea infuser | 48 |
| Elliot Palmer | Metal bookends | 20 |
| Elliot Palmer | Clip-on reading light | 69 |
| Elliot Palmer | Stainless tea infuser | 48 |
| Emery Palmer | Metal bookends | 20 |
| Emery Palmer | Clip-on reading light | 69 |
| Emery Palmer | 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 |
| Jamie Shaw | Metal bookends | 20 |
| Jamie Shaw | Stainless tea infuser | 48 |
| Rowan Reed | Stainless tea infuser | 48 |
| Jordan Shaw | Reusable water bottle | 27 |
| Jesse Palmer | Metal bookends | 20 |
| Jordan Reed | Metal bookends | 20 |
| Jordan Reed | Clip-on reading light | 69 |
| Kendall Reed | Clip-on reading light | 69 |
| Kendall Bennett | Insulated travel mug | 167 |
| Elliot Foster | Insulated travel mug | 167 |
| Emery Hayes | Reusable water bottle | 27 |
Kendall Palmer4 products19 egos
Generated record ID: demo-166
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) |
|---|---|---|
| Quinn Reed | Compact phone stand | 160 |
| Quinn Reed | Reusable water bottle | 27 |
| Quinn Reed | Stainless tea infuser | 55 |
| Casey Reed | Reusable water bottle | 27 |
| Casey Reed | Stainless tea infuser | 55 |
| Cameron Shaw | Stainless tea infuser | 55 |
| Harper Palmer | Compact phone stand | 160 |
| Sage Shaw | Fabric pencil case | 55 |
| Sage Shaw | Stainless tea infuser | 55 |
| Riley Palmer | Stainless tea infuser | 55 |
| Elliot Palmer | Fabric pencil case | 55 |
| Elliot Palmer | Stainless tea infuser | 55 |
| Emery Palmer | Compact phone stand | 160 |
| Emery Palmer | Fabric pencil case | 55 |
| Emery Palmer | Stainless tea infuser | 55 |
| Reese Shaw | Fabric pencil case | 55 |
| Jordan Palmer | Reusable water bottle | 27 |
| Jordan Palmer | 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 |
| Jamie Shaw | Stainless tea infuser | 55 |
| Rowan Reed | Stainless tea infuser | 55 |
| Jordan Shaw | Compact phone stand | 160 |
| Jordan Shaw | Reusable water bottle | 27 |
| Jordan Shaw | Fabric pencil case | 55 |
| Jesse Palmer | Fabric pencil case | 55 |
| Riley Shaw | Fabric pencil case | 55 |
| Taylor Palmer | Fabric pencil case | 55 |
| Emery Hayes | Reusable water bottle | 27 |
| Kendall Brooks | Compact phone stand | 160 |
Lee Reed3 products19 egos
Generated record ID: demo-189
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 | 69 |
| Sage Brooks | Adjustable desk lamp | 69 |
| Casey Reed | Bamboo drawer divider | 62 |
| Cameron Shaw | Adjustable desk lamp | 69 |
| Cameron Shaw | Portable picnic blanket | 160 |
| Harper Palmer | Adjustable desk lamp | 69 |
| Harper Palmer | Portable picnic blanket | 160 |
| Cameron Carter | Adjustable desk lamp | 69 |
| Avery Bennett | Adjustable desk lamp | 69 |
| Sage Shaw | Adjustable desk lamp | 69 |
| Riley Palmer | Adjustable desk lamp | 69 |
| Elliot Palmer | Adjustable desk lamp | 69 |
| Elliot Palmer | Bamboo drawer divider | 62 |
| Elliot Palmer | Portable picnic blanket | 160 |
| Emery Palmer | Adjustable desk lamp | 69 |
| Emery Palmer | Bamboo drawer divider | 62 |
| Reese Shaw | Adjustable desk lamp | 69 |
| Casey Brooks | Adjustable desk lamp | 69 |
| Jamie Palmer | Bamboo drawer divider | 62 |
| Taylor Palmer | Portable picnic blanket | 160 |
| Harper Shaw | Bamboo drawer divider | 62 |
| Harper Shaw | Portable picnic blanket | 160 |
| Jordan Reed | Bamboo drawer divider | 62 |
| Elliot Ellis | Adjustable desk lamp | 69 |
| Elliot Foster | Adjustable desk lamp | 69 |
Elliot Bennett1 products19 egos
Generated record ID: demo-6
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 | 55 |
| Sage Brooks | Adjustable desk lamp | 55 |
| Cameron Shaw | Adjustable desk lamp | 55 |
| Harper Palmer | Adjustable desk lamp | 55 |
| Cameron Carter | Adjustable desk lamp | 55 |
| Avery Bennett | Adjustable desk lamp | 55 |
| Sage Shaw | Adjustable desk lamp | 55 |
| Riley Palmer | Adjustable desk lamp | 55 |
| Elliot Palmer | Adjustable desk lamp | 55 |
| Emery Palmer | Adjustable desk lamp | 55 |
| Reese Shaw | Adjustable desk lamp | 55 |
| Casey Brooks | Adjustable desk lamp | 55 |
| Harper Shaw | Adjustable desk lamp | 55 |
| Cameron Bennett | Adjustable desk lamp | 55 |
| Elliot Ellis | Adjustable desk lamp | 55 |
| Kendall Bennett | Adjustable desk lamp | 55 |
| Elliot Foster | Adjustable desk lamp | 55 |
| Drew Carter | Adjustable desk lamp | 55 |
| Taylor Carter | Adjustable desk lamp | 55 |
Rowan Hayes4 products18 egos
Generated record ID: demo-129
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) |
|---|---|---|
| Riley Bennett | Cotton throw blanket | 90 |
| Quinn Reed | Cotton throw blanket | 90 |
| Avery Foster | Cotton throw blanket | 90 |
| Sage Foster | Cotton throw blanket | 90 |
| Sage Brooks | Cotton throw blanket | 90 |
| Casey Reed | Adjustable desk lamp | 97 |
| Harper Palmer | Adjustable desk lamp | 97 |
| Cameron Carter | Adjustable desk lamp | 97 |
| Avery Bennett | Adjustable desk lamp | 97 |
| Avery Bennett | Cotton throw blanket | 174 |
| Sage Shaw | Adjustable desk lamp | 97 |
| Riley Palmer | Adjustable desk lamp | 97 |
| Elliot Palmer | Adjustable desk lamp | 97 |
| Emery Palmer | Adjustable desk lamp | 97 |
| Reese Shaw | Adjustable desk lamp | 97 |
| Casey Brooks | Adjustable desk lamp | 97 |
| Emery Lane | Adjustable desk lamp | 97 |
| Drew Carter | Glass storage jars | 83 |
| Emery Hayes | Magnetic kitchen timer | 167 |
Quinn Lane1 products18 egos
Generated record ID: demo-148
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 | 139 |
| Cameron Hayes | Adjustable desk lamp | 139 |
| Casey Reed | Adjustable desk lamp | 139 |
| Harper Palmer | Adjustable desk lamp | 139 |
| Cameron Carter | Adjustable desk lamp | 139 |
| Avery Bennett | Adjustable desk lamp | 139 |
| Sage Shaw | Adjustable desk lamp | 139 |
| Riley Palmer | Adjustable desk lamp | 139 |
| Elliot Palmer | Adjustable desk lamp | 139 |
| Emery Palmer | Adjustable desk lamp | 139 |
| Reese Shaw | Adjustable desk lamp | 139 |
| Casey Brooks | Adjustable desk lamp | 139 |
| Emery Lane | Adjustable desk lamp | 139 |
| Cameron Bennett | Adjustable desk lamp | 139 |
| Elliot Ellis | Adjustable desk lamp | 139 |
| Dana Carter | Adjustable desk lamp | 139 |
| Dana Palmer | Adjustable desk lamp | 139 |
| Morgan Lane | Adjustable desk lamp | 139 |
Drew Palmer1 products18 egos
Generated record ID: demo-159
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 | 132 |
| Cameron Hayes | Adjustable desk lamp | 132 |
| Casey Reed | Adjustable desk lamp | 132 |
| Harper Palmer | Adjustable desk lamp | 132 |
| Cameron Carter | Adjustable desk lamp | 132 |
| Avery Bennett | Adjustable desk lamp | 132 |
| Sage Shaw | Adjustable desk lamp | 132 |
| Riley Palmer | Adjustable desk lamp | 132 |
| Elliot Palmer | Adjustable desk lamp | 132 |
| Emery Palmer | Adjustable desk lamp | 132 |
| Reese Shaw | Adjustable desk lamp | 132 |
| Casey Brooks | Adjustable desk lamp | 132 |
| Emery Lane | Adjustable desk lamp | 132 |
| Cameron Bennett | Adjustable desk lamp | 132 |
| Elliot Ellis | Adjustable desk lamp | 132 |
| Dana Carter | Adjustable desk lamp | 132 |
| Dana Palmer | Adjustable desk lamp | 132 |
| Morgan Lane | Adjustable desk lamp | 132 |
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 | 39 | 36 | 53 days | 644 |
| Adjustable desk lamp | 20 | 20 | 56 days | 364 |
| Stainless tea infuser | 17 | 17 | 20 days | 320 |
| Adjustable desk lamp | 19 | 19 | 56 days | 298 |
| Felt desk organizer | 15 | 15 | 21 days | 272 |
| Compact phone stand | 16 | 16 | 17 days | 261 |
| Metal bookends | 13 | 13 | 18 days | 240 |
| Fabric pencil case | 14 | 14 | 14 days | 235 |
| Bamboo drawer divider | 11 | 11 | 56 days | 229 |
| Portable picnic blanket | 10 | 10 | 50 days | 195 |
| Reusable water bottle | 8 | 8 | 20 days | 147 |
| Cotton oven mitts | 8 | 8 | 17 days | 143 |
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. 42 of the 50 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 | 9 | 10 |
| 2 | Dana Brooks | 0 | 10 |
| 3 | Cameron Brooks | 4 | 13 |
| 4 | Quinn Reed | 36 | 43 |
| 5 | Avery Foster | 7 | 43 |
| 6 | Rowan Hayes | 61 | 85 |
| 7 | Riley Foster | 0 | 85 |
| 8 | Sage Foster | 13 | 88 |
| 9 | Sage Brooks | 56 | 114 |
| 10 | Alex Hayes | 0 | 114 |
| 11 | Cameron Hayes | 38 | 118 |
| 12 | Casey Reed | 70 | 122 |
| 13 | Cameron Shaw | 58 | 123 |
| 14 | Harper Palmer | 79 | 126 |
| 15 | Cameron Carter | 68 | 126 |
| 16 | Avery Bennett | 67 | 126 |
| 17 | Sage Shaw | 69 | 129 |
| 18 | Riley Palmer | 66 | 129 |
| 19 | Elliot Palmer | 77 | 130 |
| 20 | Emery Palmer | 85 | 131 |
| 21 | Reese Shaw | 61 | 131 |
| 22 | Drew Brooks | 0 | 131 |
| 23 | Dana Shaw | 0 | 131 |
| 24 | Quinn Hayes | 0 | 131 |
| 25 | Casey Brooks | 64 | 139 |
| 26 | Jordan Palmer | 40 | 144 |
| 27 | Jamie Palmer | 52 | 144 |
| 28 | Jamie Shaw | 23 | 144 |
| 29 | Rowan Reed | 18 | 144 |
| 30 | Jordan Shaw | 30 | 144 |
| 31 | Jesse Palmer | 23 | 144 |
| 32 | Riley Shaw | 23 | 144 |
| 33 | Taylor Palmer | 21 | 144 |
| 34 | Harper Shaw | 36 | 144 |
| 35 | Jordan Reed | 23 | 144 |
| 36 | Emery Lane | 55 | 148 |
| 37 | Kendall Reed | 19 | 148 |
| 38 | Morgan Ellis | 0 | 148 |
| 39 | Emery Reed | 0 | 148 |
| 40 | Cameron Bennett | 44 | 153 |
| 41 | Elliot Ellis | 43 | 153 |
| 42 | Dana Carter | 50 | 153 |
| 43 | Kendall Bennett | 38 | 153 |
| 44 | Elliot Foster | 36 | 153 |
| 45 | Drew Carter | 34 | 156 |
| 46 | Taylor Carter | 32 | 156 |
| 47 | Dana Palmer | 42 | 156 |
| 48 | Emery Hayes | 26 | 158 |
| 49 | Morgan Lane | 23 | 160 |
| 50 | Kendall Brooks | 26 | 160 |
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 →