Observed in this example
16 supporting histories, 1 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
16 reviewers connect back to
Cameron Carter.
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 1 shared products in this generated case.
1products with supporting overlap
3–24 daysbetween the paired five-star reviews
The search examined 50 reviewer histories and found 153 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 5 generated reviews across 2 products
These are all of this reviewer’s records in the generated panel. The 1 products with supporting overlap are a subset of this 2-product history.
| Product | Review date | Rating | Verified purchase |
|---|---|---|---|
| Adjustable desk lamp | 2019-02-24 | 5 stars | Marked |
| Canvas tote bag | 2019-03-23 | 2 stars | Not marked |
| Adjustable desk lamp | 2019-04-25 | 5 stars | Marked |
| Adjustable desk lamp | 2019-06-08 | 5 stars | Marked |
| Adjustable desk lamp | 2019-06-23 | 4 stars | Marked |
HOW THE SEARCH GETS HERE
Each discovery helps choose the next reviewer.
The search follows the connections it uncovers. A reviewer who keeps appearing around histories already examined becomes a stronger lead for the next step. This is an adaptive search: the evidence found so far guides where to look next.
Examine one history
This run starts with Riley Bennett, chosen at random from reviewers with five-star activity. Examining a history means looking through that reviewer’s available review records: products, dates, and ratings.
Find nearby reviewers
For each five-star review, look for other people who gave the same product five stars within 28 days before or after. Together, those reviewers form the history’s neighborhood, or ego.
Update the counts
Each eligible history adds +1 corroboration to every other reviewer in its neighborhood. Several matching products with that same history still add only one. Appearing around another examined history adds another.
Follow the next lead
Among reviewers not yet examined, choose the highest current count within the search cap of 3. Examine that history, find its neighbors, and update the counts again. This run repeats until 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 3, the search chooses the reviewer with three corroborations first, unless another candidate has a higher count within the cap.
The cap controls which lead to follow: reviewers with a current count above 3 are set aside for this choice. Their evidence still counts, and their reported corroboration can keep growing beyond 3. If no unexamined candidate has a positive count within the cap, the search chooses at random from all remaining unexamined histories, including those above the cap. Ties between candidates are resolved by the order they first appeared in the evidence.
“Stronger lead” means more corroborations under this selection rule. It is not a probability of coordination or fraud. The count used to choose a reviewer is the count at that step; the final count shown in a result may be higher. A history needs at least two five-star reviews to contribute an eligible ego. This is checked after examining it, so a history without an eligible ego still uses one step of the budget.
FOLLOW THE EVIDENCE
Same products. Nearby five-star reviews.
Open a product to compare the dates and records. A pair qualifies when both reviews give five stars and their dates are no more than 28 days apart, including exactly 28 days.
SHARED PRODUCTAdjustable desk lamp16 supporting histories3–24 days apartView all paired recordsOne example pair · both reviews give five starsRowan Hayeshistory examined14 days apartCameron Carterthis reviewer
Cameron Carter gave five stars on 2019-02-24, 2019-04-25, 2019-06-08. 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 | Cameron Carter’s date | Cameron Carter’s timing | Verified purchase marks |
|---|---|---|---|---|
| Parker Foster | 2019-02-045 stars | 2019-02-245 stars | 20 days after | Parker Foster: markedCameron Carter: marked |
| Elliot Foster | 2019-02-045 stars | 2019-02-245 stars | 20 days after | Elliot Foster: markedCameron Carter: marked |
| Casey Hayes | 2019-02-135 stars | 2019-02-245 stars | 11 days after | Casey Hayes: markedCameron Carter: marked |
| Rowan Lane | 2019-03-045 stars | 2019-02-245 stars | 8 days before | Rowan Lane: markedCameron Carter: marked |
| Jamie Bennett | 2019-03-175 stars | 2019-02-245 stars | 21 days before | Jamie Bennett: markedCameron Carter: marked |
| Elliot Palmer | 2019-04-015 stars | 2019-04-255 stars | 24 days after | Elliot Palmer: markedCameron Carter: marked |
| Reese Shaw | 2019-04-045 stars | 2019-04-255 stars | 21 days after | Reese Shaw: markedCameron Carter: marked |
| Rowan Hayes | 2019-04-115 stars | 2019-04-255 stars | 14 days after | Rowan Hayes: markedCameron Carter: marked |
| Harper Foster | 2019-04-155 stars | 2019-04-255 stars | 10 days after | Harper Foster: markedCameron Carter: marked |
| Avery Brooks | 2019-05-035 stars | 2019-04-255 stars | 8 days before | Avery Brooks: markedCameron Carter: marked |
| Casey Reed | 2019-05-155 stars | 2019-04-255 stars | 20 days before | Casey Reed: markedCameron Carter: marked |
| Drew Palmer | 2019-05-185 stars | 2019-04-255 stars | 23 days before | Drew Palmer: not markedCameron Carter: marked |
| Casey Reed | 2019-05-155 stars | 2019-06-085 stars | 24 days after | Casey Reed: markedCameron Carter: marked |
| Drew Palmer | 2019-05-185 stars | 2019-06-085 stars | 21 days after | Drew Palmer: not markedCameron Carter: marked |
| Emery Lane | 2019-06-055 stars | 2019-06-085 stars | 3 days after | Emery Lane: not markedCameron Carter: marked |
| Dana Palmer | 2019-06-175 stars | 2019-06-085 stars | 9 days before | Dana Palmer: markedCameron Carter: marked |
| Morgan Lane | 2019-06-195 stars | 2019-06-085 stars | 11 days before | Morgan Lane: markedCameron Carter: marked |
| Cameron Hayes | 2019-06-295 stars | 2019-06-085 stars | 21 days before | Cameron Hayes: markedCameron Carter: marked |
“Before” and “after” describe Cameron Carter’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 16 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 |
| Jamie Bennett | 2 | Adjustable desk lamp | +1 ego |
| Elliot Palmer | 9 | Adjustable desk lamp | +1 ego |
| Rowan Lane | 2 | Adjustable desk lamp | +1 ego |
| Reese Shaw | 3 | Adjustable desk lamp | +1 ego |
| Harper Foster | 2 | Adjustable desk lamp | +1 ego |
| Casey Reed | 5 | Adjustable desk lamp | +1 ego |
| Avery Brooks | 3 | Adjustable desk lamp | +1 ego |
| Casey Hayes | 4 | Adjustable desk lamp | +1 ego |
| Cameron Hayes | 4 | Adjustable desk lamp | +1 ego |
| Parker Foster | 4 | Adjustable desk lamp | +1 ego |
| Elliot Foster | 2 | Adjustable desk lamp | +1 ego |
| Emery Lane | 2 | Adjustable desk lamp | +1 ego |
| Drew Palmer | 2 | Adjustable desk lamp | +1 ego |
| Dana Palmer | 3 | Adjustable desk lamp | +1 ego |
| Morgan Lane | 2 | Adjustable desk lamp | +1 ego |
| Distinct supporting histories | 16 | ||
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 |
| Folding laptop stand | P00011 |
| Woven storage basket | P00012 |
| Reusable water bottle | P00014 |
| Cotton kitchen towels | P00015 |
| Ceramic coffee cup | P00016 |
| Felt desk organizer | P00017 |
| Metal bookends | P00021 |
| Bamboo drawer divider | P00023 |
| Glass flower vase | P00024 |
| Pocket notebook | P00025 |
| Fabric pencil case | P00026 |
| Silicone spatula set | P00027 |
| Clip-on reading light | P00030 |
| Stainless tea infuser | P00033 |
| Magnetic kitchen timer | P00035 |
| Portable picnic blanket | P00038 |
| Cushioned mouse pad | P00041 |
| Cotton oven mitts | P00042 |
| Ceramic spoon rest | P00049 |
FROM A RESULT TO A CONTRIBUTION
What would you share?
An investigation records what was observed and where it came from. See a small excerpt from this same example and how future reviewed contributions would work.
Change the search settings 50 histories · cap 3 · ±28 days
The budget limits histories examined. The cap guides which reviewer is examined next; it does not cap the count reported for that reviewer. The time window defines nearby activity.
Inspect the full result Counts, supporting egos, product bursts, and search history
Reviews in the example610Full generated panel; the search examines selected histories.
Histories examined50
Complete product windows39seed egos
Highest corroboration16distinct 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.
Cameron Carter1 products16 egos
Generated record ID: demo-47
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 | 111 |
| Jamie Bennett | Adjustable desk lamp | 48 |
| Elliot Palmer | Adjustable desk lamp | 111 |
| Rowan Lane | Adjustable desk lamp | 48 |
| Reese Shaw | Adjustable desk lamp | 111 |
| Harper Foster | Adjustable desk lamp | 111 |
| Casey Reed | Adjustable desk lamp | 111 |
| Casey Reed | Adjustable desk lamp | 153 |
| Avery Brooks | Adjustable desk lamp | 111 |
| Casey Hayes | Adjustable desk lamp | 48 |
| Cameron Hayes | Adjustable desk lamp | 153 |
| Parker Foster | Adjustable desk lamp | 48 |
| Elliot Foster | Adjustable desk lamp | 48 |
| Emery Lane | Adjustable desk lamp | 153 |
| Drew Palmer | Adjustable desk lamp | 111 |
| Drew Palmer | Adjustable desk lamp | 153 |
| Dana Palmer | Adjustable desk lamp | 153 |
| Morgan Lane | Adjustable desk lamp | 153 |
Emery Palmer9 products15 egos
Generated record ID: demo-161
15 distinct product-window-complete seed egos; 15 observed seed egos.
Observed count, including incomplete coverage: 15
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Rowan Hayes | Adjustable desk lamp | 97 |
| Rowan Hayes | Adjustable desk lamp | 104 |
| Quinn Reed | Compact phone stand | 160 |
| Quinn Reed | Stainless tea infuser | 62 |
| Jamie Bennett | Adjustable desk lamp | 97 |
| Jamie Bennett | Compact phone stand | 160 |
| Elliot Palmer | Adjustable desk lamp | 97 |
| Elliot Palmer | Adjustable desk lamp | 104 |
| Elliot Palmer | Felt desk organizer | 153 |
| Elliot Palmer | Metal bookends | 13 |
| Elliot Palmer | Bamboo drawer divider | 55 |
| Elliot Palmer | Fabric pencil case | 62 |
| Elliot Palmer | Clip-on reading light | 76 |
| Elliot Palmer | Stainless tea infuser | 62 |
| Elliot Palmer | Cotton oven mitts | 104 |
| Reese Shaw | Adjustable desk lamp | 97 |
| Reese Shaw | Adjustable desk lamp | 104 |
| Reese Shaw | Fabric pencil case | 62 |
| Harper Foster | Adjustable desk lamp | 97 |
| Harper Foster | Adjustable desk lamp | 104 |
| Lee Palmer | Compact phone stand | 160 |
| Lee Palmer | Bamboo drawer divider | 55 |
| Lee Palmer | Stainless tea infuser | 62 |
| Lee Palmer | Cotton oven mitts | 104 |
| Casey Reed | Adjustable desk lamp | 104 |
| Casey Reed | Felt desk organizer | 153 |
| Casey Reed | Bamboo drawer divider | 55 |
| Casey Reed | Stainless tea infuser | 62 |
| Avery Brooks | Adjustable desk lamp | 97 |
| Avery Brooks | Adjustable desk lamp | 104 |
| Dana Reed | Compact phone stand | 160 |
| Jordan Reed | Metal bookends | 13 |
| Jordan Reed | Bamboo drawer divider | 55 |
| Jordan Reed | Clip-on reading light | 76 |
| Jesse Palmer | Metal bookends | 13 |
| Jesse Palmer | Fabric pencil case | 62 |
| Kendall Reed | Felt desk organizer | 153 |
| Kendall Reed | Clip-on reading light | 76 |
| Taylor Palmer | Fabric pencil case | 62 |
| Kendall Shaw | Cotton oven mitts | 104 |
Harper Palmer5 products14 egos
Generated record ID: demo-162
14 distinct product-window-complete seed egos; 14 observed seed egos.
Observed count, including incomplete coverage: 14
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Rowan Hayes | Adjustable desk lamp | 97 |
| Quinn Reed | Compact phone stand | 160 |
| Jamie Bennett | Adjustable desk lamp | 97 |
| Jamie Bennett | Compact phone stand | 160 |
| Elliot Palmer | Adjustable desk lamp | 97 |
| Elliot Palmer | Felt desk organizer | 146 |
| Elliot Palmer | Metal bookends | 20 |
| Elliot Palmer | Portable picnic blanket | 160 |
| Reese Shaw | Adjustable desk lamp | 97 |
| Harper Foster | Adjustable desk lamp | 97 |
| Lee Palmer | Compact phone stand | 160 |
| Casey Reed | Felt desk organizer | 146 |
| Avery Brooks | Adjustable desk lamp | 97 |
| Dana Reed | Compact phone stand | 160 |
| Jordan Reed | Metal bookends | 20 |
| Jesse Palmer | Metal bookends | 20 |
| Kendall Reed | Felt desk organizer | 146 |
| Taylor Palmer | Portable picnic blanket | 160 |
Elliot Palmer9 products13 egos
Generated record ID: demo-160
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 | 90 |
| Quinn Reed | Stainless tea infuser | 62 |
| Jamie Bennett | Adjustable desk lamp | 90 |
| Rowan Lane | Adjustable desk lamp | 90 |
| Reese Shaw | Adjustable desk lamp | 90 |
| Reese Shaw | Fabric pencil case | 55 |
| Harper Foster | Adjustable desk lamp | 90 |
| Lee Palmer | Bamboo drawer divider | 41 |
| Lee Palmer | Stainless tea infuser | 62 |
| Lee Palmer | Cotton oven mitts | 111 |
| Casey Reed | Felt desk organizer | 146 |
| Casey Reed | Bamboo drawer divider | 41 |
| Casey Reed | Stainless tea infuser | 62 |
| Jordan Reed | Metal bookends | 13 |
| Jordan Reed | Bamboo drawer divider | 41 |
| Jordan Reed | Clip-on reading light | 55 |
| Jesse Palmer | Metal bookends | 13 |
| Jesse Palmer | Fabric pencil case | 55 |
| Kendall Reed | Felt desk organizer | 146 |
| Kendall Reed | Clip-on reading light | 55 |
| Taylor Palmer | Fabric pencil case | 55 |
| Taylor Palmer | Portable picnic blanket | 160 |
| Kendall Shaw | Cotton oven mitts | 111 |
Jamie Palmer9 products13 egos
Generated record ID: demo-163
13 distinct product-window-complete seed egos; 13 observed seed egos.
Observed count, including incomplete coverage: 13
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Quinn Reed | Compact phone stand | 153 |
| Quinn Reed | Reusable water bottle | 27 |
| Quinn Reed | Stainless tea infuser | 55 |
| Jamie Bennett | Compact phone stand | 153 |
| Elliot Palmer | Felt desk organizer | 160 |
| Elliot Palmer | Metal bookends | 20 |
| Elliot Palmer | Bamboo drawer divider | 41 |
| Elliot Palmer | Fabric pencil case | 62 |
| Elliot Palmer | Clip-on reading light | 76 |
| Elliot Palmer | Stainless tea infuser | 55 |
| Elliot Palmer | Cotton oven mitts | 97 |
| Reese Shaw | Fabric pencil case | 62 |
| Lee Palmer | Compact phone stand | 153 |
| Lee Palmer | Bamboo drawer divider | 41 |
| Lee Palmer | Stainless tea infuser | 55 |
| Lee Palmer | Cotton oven mitts | 97 |
| Casey Reed | Reusable water bottle | 27 |
| Casey Reed | Felt desk organizer | 160 |
| Casey Reed | Bamboo drawer divider | 41 |
| Casey Reed | Stainless tea infuser | 55 |
| Dana Reed | Compact phone stand | 153 |
| Jordan Reed | Metal bookends | 20 |
| Jordan Reed | Bamboo drawer divider | 41 |
| Jordan Reed | Clip-on reading light | 76 |
| Jesse Palmer | Metal bookends | 20 |
| Jesse Palmer | Fabric pencil case | 62 |
| Kendall Reed | Felt desk organizer | 160 |
| Kendall Reed | Clip-on reading light | 76 |
| Taylor Palmer | Fabric pencil case | 62 |
| Jesse Reed | Reusable water bottle | 27 |
| Kendall Shaw | Cotton oven mitts | 97 |
Drew Reed2 products13 egos
Generated record ID: demo-181
13 distinct product-window-complete seed egos; 13 observed seed egos.
Observed count, including incomplete coverage: 13
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Rowan Hayes | Adjustable desk lamp | 97 |
| Jamie Bennett | Adjustable desk lamp | 97 |
| Elliot Palmer | Adjustable desk lamp | 97 |
| Elliot Palmer | Portable picnic blanket | 174 |
| Reese Shaw | Adjustable desk lamp | 97 |
| Harper Foster | Adjustable desk lamp | 97 |
| Casey Reed | Adjustable desk lamp | 153 |
| Avery Brooks | Adjustable desk lamp | 97 |
| Taylor Palmer | Portable picnic blanket | 174 |
| Cameron Hayes | Adjustable desk lamp | 153 |
| Emery Lane | Adjustable desk lamp | 153 |
| Drew Palmer | Adjustable desk lamp | 153 |
| Dana Palmer | Adjustable desk lamp | 153 |
| Morgan Lane | Adjustable desk lamp | 153 |
Morgan Palmer4 products12 egos
Generated record ID: demo-168
12 distinct product-window-complete seed egos; 12 observed seed egos.
Observed count, including incomplete coverage: 12
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Rowan Hayes | Adjustable desk lamp | 97 |
| Quinn Reed | Compact phone stand | 153 |
| Quinn Reed | Reusable water bottle | 27 |
| Jamie Bennett | Adjustable desk lamp | 97 |
| Jamie Bennett | Compact phone stand | 153 |
| Elliot Palmer | Adjustable desk lamp | 97 |
| Elliot Palmer | Felt desk organizer | 146 |
| Reese Shaw | Adjustable desk lamp | 97 |
| Harper Foster | Adjustable desk lamp | 97 |
| Lee Palmer | Compact phone stand | 153 |
| Casey Reed | Reusable water bottle | 27 |
| Casey Reed | Felt desk organizer | 146 |
| Avery Brooks | Adjustable desk lamp | 97 |
| Dana Reed | Compact phone stand | 153 |
| Kendall Reed | Felt desk organizer | 146 |
| Jesse Reed | Reusable water bottle | 27 |
Cameron Reed4 products12 egos
Generated record ID: demo-179
12 distinct product-window-complete seed egos; 12 observed seed egos.
Observed count, including incomplete coverage: 12
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Rowan Hayes | Adjustable desk lamp | 83 |
| Jamie Bennett | Adjustable desk lamp | 83 |
| Elliot Palmer | Adjustable desk lamp | 83 |
| Elliot Palmer | Metal bookends | 27 |
| Elliot Palmer | Cotton oven mitts | 97 |
| Rowan Lane | Adjustable desk lamp | 83 |
| Reese Shaw | Adjustable desk lamp | 83 |
| Harper Foster | Adjustable desk lamp | 83 |
| Lee Palmer | Canvas tote bag | 55 |
| Lee Palmer | Cotton oven mitts | 97 |
| Jordan Reed | Metal bookends | 27 |
| Jesse Palmer | Metal bookends | 27 |
| Parker Foster | Canvas tote bag | 55 |
| Rowan Ellis | Canvas tote bag | 55 |
| Kendall Shaw | Cotton oven mitts | 97 |
Sage Shaw4 products12 egos
Generated record ID: demo-218
12 distinct product-window-complete seed egos; 12 observed seed egos.
Observed count, including incomplete coverage: 12
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Rowan Hayes | Adjustable desk lamp | 90 |
| Quinn Reed | Stainless tea infuser | 41 |
| Jamie Bennett | Adjustable desk lamp | 90 |
| Elliot Palmer | Adjustable desk lamp | 90 |
| Elliot Palmer | Fabric pencil case | 55 |
| Elliot Palmer | Stainless tea infuser | 41 |
| Elliot Palmer | Cotton oven mitts | 111 |
| Reese Shaw | Adjustable desk lamp | 90 |
| Reese Shaw | Fabric pencil case | 55 |
| Harper Foster | Adjustable desk lamp | 90 |
| Lee Palmer | Stainless tea infuser | 41 |
| Lee Palmer | Cotton oven mitts | 111 |
| Casey Reed | Stainless tea infuser | 41 |
| Avery Brooks | Adjustable desk lamp | 90 |
| Jesse Palmer | Fabric pencil case | 55 |
| Taylor Palmer | Fabric pencil case | 55 |
| Kendall Shaw | Cotton oven mitts | 111 |
Quinn Ellis2 products12 egos
Generated record ID: demo-82
12 distinct product-window-complete seed egos; 12 observed seed egos.
Observed count, including incomplete coverage: 12
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Rowan Hayes | Adjustable desk lamp | 83 |
| Jamie Bennett | Adjustable desk lamp | 83 |
| Elliot Palmer | Adjustable desk lamp | 83 |
| Rowan Lane | Adjustable desk lamp | 83 |
| Reese Shaw | Adjustable desk lamp | 83 |
| Harper Foster | Adjustable desk lamp | 83 |
| Jordan Bennett | Insulated travel mug | 34 |
| Casey Ellis | Insulated travel mug | 34 |
| Dana Palmer | Insulated travel mug | 34 |
| Avery Carter | Insulated travel mug | 34 |
| Emery Hayes | Insulated travel mug | 34 |
| Casey Carter | Insulated travel mug | 34 |
Rowan Hayes4 products11 egos
Generated record ID: demo-129
11 distinct product-window-complete seed egos; 11 observed seed egos.
Observed count, including incomplete coverage: 11
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Riley Bennett | Cotton throw blanket | 90 |
| Avery Foster | Cotton throw blanket | 90 |
| Sage Foster | Cotton throw blanket | 90 |
| Jamie Bennett | Adjustable desk lamp | 97 |
| Elliot Palmer | Adjustable desk lamp | 97 |
| Rowan Lane | Glass storage jars | 83 |
| Reese Shaw | Adjustable desk lamp | 97 |
| Harper Foster | Adjustable desk lamp | 97 |
| Avery Brooks | Adjustable desk lamp | 97 |
| Casey Hayes | Cotton throw blanket | 174 |
| Emery Hayes | Magnetic kitchen timer | 167 |
Sage Palmer4 products11 egos
Generated record ID: demo-174
11 distinct product-window-complete seed egos; 11 observed seed egos.
Observed count, including incomplete coverage: 11
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Rowan Hayes | Adjustable desk lamp | 97 |
| Jamie Bennett | Adjustable desk lamp | 97 |
| Elliot Palmer | Adjustable desk lamp | 97 |
| Elliot Palmer | Felt desk organizer | 139 |
| Elliot Palmer | Metal bookends | 13 |
| Elliot Palmer | Fabric pencil case | 62 |
| Reese Shaw | Adjustable desk lamp | 97 |
| Reese Shaw | Fabric pencil case | 62 |
| Harper Foster | Adjustable desk lamp | 97 |
| Casey Reed | Felt desk organizer | 139 |
| Avery Brooks | Adjustable desk lamp | 97 |
| Jordan Reed | Metal bookends | 13 |
| Jesse Palmer | Metal bookends | 13 |
| Jesse Palmer | Fabric pencil case | 62 |
| Kendall Reed | Felt desk organizer | 139 |
| Taylor Palmer | Fabric pencil case | 62 |
Casey Shaw3 products11 egos
Generated record ID: demo-200
11 distinct product-window-complete seed egos; 11 observed seed egos.
Observed count, including incomplete coverage: 11
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Quinn Reed | Compact phone stand | 153 |
| Jamie Bennett | Compact phone stand | 153 |
| Elliot Palmer | Bamboo drawer divider | 55 |
| Harper Foster | Adjustable desk lamp | 132 |
| Lee Palmer | Compact phone stand | 153 |
| Lee Palmer | Bamboo drawer divider | 55 |
| Casey Reed | Adjustable desk lamp | 132 |
| Casey Reed | Bamboo drawer divider | 55 |
| Avery Brooks | Adjustable desk lamp | 132 |
| Dana Reed | Compact phone stand | 153 |
| Jordan Reed | Bamboo drawer divider | 55 |
| Emery Lane | Adjustable desk lamp | 132 |
| Drew Palmer | Adjustable desk lamp | 132 |
Cameron Shaw4 products11 egos
Generated record ID: demo-201
11 distinct product-window-complete seed egos; 11 observed seed egos.
Observed count, including incomplete coverage: 11
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Quinn Reed | Stainless tea infuser | 48 |
| Elliot Palmer | Stainless tea infuser | 48 |
| Elliot Palmer | Portable picnic blanket | 160 |
| Lee Palmer | Stainless tea infuser | 48 |
| Casey Reed | Stainless tea infuser | 48 |
| Taylor Palmer | Portable picnic blanket | 160 |
| Casey Hayes | Adjustable desk lamp | 20 |
| Casey Hayes | Canvas tote bag | 139 |
| Cameron Hayes | Canvas tote bag | 139 |
| Parker Foster | Adjustable desk lamp | 20 |
| Parker Foster | Canvas tote bag | 139 |
| Elliot Foster | Adjustable desk lamp | 20 |
| Reese Lane | Canvas tote bag | 139 |
| Kendall Bennett | Adjustable desk lamp | 20 |
Avery Bennett2 products10 egos
Generated record ID: demo-1
10 distinct product-window-complete seed egos; 10 observed seed egos.
Observed count, including incomplete coverage: 10
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Rowan Hayes | Cotton throw blanket | 160 |
| Jamie Bennett | Adjustable desk lamp | 62 |
| Elliot Palmer | Adjustable desk lamp | 62 |
| Rowan Lane | Adjustable desk lamp | 62 |
| Reese Shaw | Adjustable desk lamp | 62 |
| Casey Reed | Adjustable desk lamp | 132 |
| Avery Brooks | Adjustable desk lamp | 132 |
| Casey Hayes | Adjustable desk lamp | 62 |
| Casey Hayes | Cotton throw blanket | 160 |
| Emery Lane | Adjustable desk lamp | 132 |
| Drew Palmer | Adjustable desk lamp | 132 |
Jordan Palmer5 products10 egos
Generated record ID: demo-165
10 distinct product-window-complete seed egos; 10 observed seed egos.
Observed count, including incomplete coverage: 10
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Quinn Reed | Reusable water bottle | 27 |
| Quinn Reed | Stainless tea infuser | 48 |
| Elliot Palmer | Metal bookends | 20 |
| Elliot Palmer | Clip-on reading light | 69 |
| Elliot Palmer | Stainless tea infuser | 48 |
| Lee Palmer | Stainless tea infuser | 48 |
| Casey Reed | Reusable water bottle | 27 |
| Casey Reed | Stainless tea infuser | 48 |
| Jordan Reed | Metal bookends | 20 |
| Jordan Reed | Clip-on reading light | 69 |
| Jesse Palmer | Metal bookends | 20 |
| Kendall Reed | Clip-on reading light | 69 |
| Jesse Reed | Reusable water bottle | 27 |
| Elliot Foster | Insulated travel mug | 167 |
| Jordan Foster | Insulated travel mug | 167 |
Kendall Palmer4 products10 egos
Generated record ID: demo-166
10 distinct product-window-complete seed egos; 10 observed seed egos.
Observed count, including incomplete coverage: 10
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Quinn Reed | Compact phone stand | 160 |
| Quinn Reed | Reusable water bottle | 27 |
| Quinn Reed | Stainless tea infuser | 55 |
| Jamie Bennett | Compact phone stand | 160 |
| Elliot Palmer | Fabric pencil case | 55 |
| Elliot Palmer | Stainless tea infuser | 55 |
| Reese Shaw | Fabric pencil case | 55 |
| Lee Palmer | Compact phone stand | 160 |
| Lee Palmer | Stainless tea infuser | 55 |
| Casey Reed | Reusable water bottle | 27 |
| Casey Reed | Stainless tea infuser | 55 |
| Dana Reed | Compact phone stand | 160 |
| Jesse Palmer | Fabric pencil case | 55 |
| Taylor Palmer | Fabric pencil case | 55 |
| Jesse Reed | Reusable water bottle | 27 |
Parker Palmer3 products10 egos
Generated record ID: demo-169
10 distinct product-window-complete seed egos; 10 observed seed egos.
Observed count, including incomplete coverage: 10
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Rowan Hayes | Adjustable desk lamp | 90 |
| Rowan Hayes | Adjustable desk lamp | 104 |
| Jamie Bennett | Adjustable desk lamp | 90 |
| Elliot Palmer | Adjustable desk lamp | 90 |
| Elliot Palmer | Adjustable desk lamp | 104 |
| Elliot Palmer | Metal bookends | 13 |
| Elliot Palmer | Portable picnic blanket | 160 |
| Reese Shaw | Adjustable desk lamp | 90 |
| Reese Shaw | Adjustable desk lamp | 104 |
| Harper Foster | Adjustable desk lamp | 90 |
| Harper Foster | Adjustable desk lamp | 104 |
| Casey Reed | Adjustable desk lamp | 104 |
| Avery Brooks | Adjustable desk lamp | 90 |
| Avery Brooks | Adjustable desk lamp | 104 |
| Jordan Reed | Metal bookends | 13 |
| Jesse Palmer | Metal bookends | 13 |
| Taylor Palmer | Portable picnic blanket | 160 |
Reese Palmer3 products10 egos
Generated record ID: demo-171
10 distinct product-window-complete seed egos; 10 observed seed egos.
Observed count, including incomplete coverage: 10
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Rowan Hayes | Adjustable desk lamp | 104 |
| Elliot Palmer | Adjustable desk lamp | 104 |
| Elliot Palmer | Bamboo drawer divider | 48 |
| Elliot Palmer | Fabric pencil case | 55 |
| Reese Shaw | Adjustable desk lamp | 104 |
| Reese Shaw | Fabric pencil case | 55 |
| Harper Foster | Adjustable desk lamp | 104 |
| Lee Palmer | Bamboo drawer divider | 48 |
| Casey Reed | Adjustable desk lamp | 104 |
| Casey Reed | Bamboo drawer divider | 48 |
| Avery Brooks | Adjustable desk lamp | 104 |
| Jordan Reed | Bamboo drawer divider | 48 |
| Jesse Palmer | Fabric pencil case | 55 |
| Taylor Palmer | Fabric pencil case | 55 |
Riley Palmer3 products10 egos
Generated record ID: demo-172
10 distinct product-window-complete seed egos; 10 observed seed egos.
Observed count, including incomplete coverage: 10
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Rowan Hayes | Adjustable desk lamp | 104 |
| Quinn Reed | Stainless tea infuser | 48 |
| Elliot Palmer | Adjustable desk lamp | 104 |
| Elliot Palmer | Felt desk organizer | 146 |
| Elliot Palmer | Stainless tea infuser | 48 |
| Reese Shaw | Adjustable desk lamp | 104 |
| Harper Foster | Adjustable desk lamp | 104 |
| Lee Palmer | Stainless tea infuser | 48 |
| Casey Reed | Adjustable desk lamp | 104 |
| Casey Reed | Felt desk organizer | 146 |
| Casey Reed | Stainless tea infuser | 48 |
| Avery Brooks | Adjustable desk lamp | 104 |
| Kendall Reed | Felt desk organizer | 146 |
| Drew Palmer | Adjustable desk lamp | 104 |
Harper Reed3 products10 egos
Generated record ID: demo-184
10 distinct product-window-complete seed egos; 10 observed seed egos.
Observed count, including incomplete coverage: 10
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Quinn Reed | Stainless tea infuser | 48 |
| Elliot Palmer | Metal bookends | 20 |
| Elliot Palmer | Stainless tea infuser | 48 |
| Lee Palmer | Stainless tea infuser | 48 |
| Casey Reed | Stainless tea infuser | 48 |
| Jordan Reed | Metal bookends | 20 |
| Jesse Palmer | Metal bookends | 20 |
| Reese Lane | Insulated travel mug | 125 |
| Alex Foster | Insulated travel mug | 125 |
| Kendall Bennett | Insulated travel mug | 125 |
| Jordan Foster | Insulated travel mug | 125 |
Jordan Shaw3 products10 egos
Generated record ID: demo-209
10 distinct product-window-complete seed egos; 10 observed seed egos.
Observed count, including incomplete coverage: 10
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Quinn Reed | Compact phone stand | 153 |
| Quinn Reed | Reusable water bottle | 27 |
| Jamie Bennett | Compact phone stand | 153 |
| Elliot Palmer | Fabric pencil case | 62 |
| Reese Shaw | Fabric pencil case | 62 |
| Lee Palmer | Compact phone stand | 153 |
| Casey Reed | Reusable water bottle | 27 |
| Dana Reed | Compact phone stand | 153 |
| Jesse Palmer | Fabric pencil case | 62 |
| Taylor Palmer | Fabric pencil case | 62 |
| Jesse Reed | Reusable water bottle | 27 |
Riley Ellis1 products10 egos
Generated record ID: demo-84
10 distinct product-window-complete seed egos; 10 observed seed egos.
Observed count, including incomplete coverage: 10
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Rowan Hayes | Adjustable desk lamp | 90 |
| Jamie Bennett | Adjustable desk lamp | 90 |
| Elliot Palmer | Adjustable desk lamp | 90 |
| Rowan Lane | Adjustable desk lamp | 34 |
| Reese Shaw | Adjustable desk lamp | 90 |
| Harper Foster | Adjustable desk lamp | 90 |
| Casey Hayes | Adjustable desk lamp | 34 |
| Parker Foster | Adjustable desk lamp | 34 |
| Elliot Foster | Adjustable desk lamp | 34 |
| Kendall Bennett | Adjustable desk lamp | 34 |
Avery Reed3 products9 egos
Generated record ID: demo-177
9 distinct product-window-complete seed egos; 9 observed seed egos.
Observed count, including incomplete coverage: 9
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Rowan Hayes | Adjustable desk lamp | 97 |
| Jamie Bennett | Adjustable desk lamp | 97 |
| Elliot Palmer | Adjustable desk lamp | 97 |
| Elliot Palmer | Portable picnic blanket | 167 |
| Reese Shaw | Adjustable desk lamp | 97 |
| Harper Foster | Adjustable desk lamp | 97 |
| Lee Palmer | Canvas tote bag | 20 |
| Avery Brooks | Adjustable desk lamp | 97 |
| Taylor Palmer | Portable picnic blanket | 167 |
| Rowan Ellis | Canvas tote bag | 20 |
Casey Reed5 products9 egos
Generated record ID: demo-178
9 distinct product-window-complete seed egos; 9 observed seed egos.
Observed count, including incomplete coverage: 9
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Quinn Reed | Reusable water bottle | 20 |
| Quinn Reed | Stainless tea infuser | 55 |
| Elliot Palmer | Felt desk organizer | 160 |
| Elliot Palmer | Bamboo drawer divider | 48 |
| Elliot Palmer | Stainless tea infuser | 55 |
| Lee Palmer | Bamboo drawer divider | 48 |
| Lee Palmer | Stainless tea infuser | 55 |
| Avery Brooks | Adjustable desk lamp | 132 |
| Jordan Reed | Bamboo drawer divider | 48 |
| Kendall Reed | Felt desk organizer | 160 |
| Jesse Reed | Reusable water bottle | 20 |
| Emery Lane | Adjustable desk lamp | 132 |
| Drew Palmer | Adjustable desk lamp | 132 |
Lee Reed3 products9 egos
Generated record ID: demo-189
9 distinct product-window-complete seed egos; 9 observed seed egos.
Observed count, including incomplete coverage: 9
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Jamie Bennett | Adjustable desk lamp | 69 |
| Elliot Palmer | Adjustable desk lamp | 69 |
| Elliot Palmer | Bamboo drawer divider | 62 |
| Elliot Palmer | Portable picnic blanket | 160 |
| Rowan Lane | Adjustable desk lamp | 69 |
| Reese Shaw | Adjustable desk lamp | 69 |
| Lee Palmer | Bamboo drawer divider | 62 |
| Casey Reed | Bamboo drawer divider | 62 |
| Jordan Reed | Bamboo drawer divider | 62 |
| Taylor Palmer | Portable picnic blanket | 160 |
| Casey Hayes | Adjustable desk lamp | 69 |
Taylor Reed2 products9 egos
Generated record ID: demo-197
9 distinct product-window-complete seed egos; 9 observed seed egos.
Observed count, including incomplete coverage: 9
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Rowan Hayes | Adjustable desk lamp | 97 |
| Quinn Reed | Compact phone stand | 160 |
| Jamie Bennett | Adjustable desk lamp | 97 |
| Jamie Bennett | Compact phone stand | 160 |
| Elliot Palmer | Adjustable desk lamp | 97 |
| Reese Shaw | Adjustable desk lamp | 97 |
| Harper Foster | Adjustable desk lamp | 97 |
| Lee Palmer | Compact phone stand | 160 |
| Avery Brooks | Adjustable desk lamp | 97 |
| Dana Reed | Compact phone stand | 160 |
Casey Brooks2 products9 egos
Generated record ID: demo-24
9 distinct product-window-complete seed egos; 9 observed seed egos.
Observed count, including incomplete coverage: 9
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Rowan Hayes | Adjustable desk lamp | 97 |
| Jamie Bennett | Adjustable desk lamp | 97 |
| Elliot Palmer | Adjustable desk lamp | 97 |
| Reese Shaw | Adjustable desk lamp | 97 |
| Harper Foster | Adjustable desk lamp | 97 |
| Avery Brooks | Adjustable desk lamp | 97 |
| Casey Ellis | Insulated travel mug | 13 |
| Avery Carter | Insulated travel mug | 13 |
| Emery Hayes | Insulated travel mug | 13 |
Sage Brooks3 products9 egos
Generated record ID: demo-42
9 distinct product-window-complete seed egos; 9 observed seed egos.
Observed count, including incomplete coverage: 9
| 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 |
| Casey Hayes | Adjustable desk lamp | 27 |
| Casey Hayes | Canvas tote bag | 111 |
| Parker Foster | Adjustable desk lamp | 27 |
| Parker Foster | Canvas tote bag | 111 |
| Elliot Foster | Adjustable desk lamp | 27 |
| Reese Lane | Canvas tote bag | 111 |
| Kendall Bennett | Adjustable desk lamp | 27 |
Dana Carter2 products9 egos
Generated record ID: demo-48
9 distinct product-window-complete seed egos; 9 observed seed egos.
Observed count, including incomplete coverage: 9
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Casey Reed | Adjustable desk lamp | 153 |
| Cameron Hayes | Adjustable desk lamp | 153 |
| Emery Lane | Adjustable desk lamp | 153 |
| Emery Lane | Insulated travel mug | 62 |
| Drew Palmer | Adjustable desk lamp | 153 |
| Jordan Bennett | Insulated travel mug | 62 |
| Dana Palmer | Adjustable desk lamp | 153 |
| Dana Palmer | Insulated travel mug | 62 |
| Morgan Lane | Adjustable desk lamp | 153 |
| Avery Carter | Insulated travel mug | 62 |
| Casey Carter | Insulated travel mug | 62 |
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 | 182 |
| Stainless tea infuser | 17 | 17 | 20 days | 157 |
| Adjustable desk lamp | 17 | 17 | 28 days | 151 |
| Compact phone stand | 16 | 16 | 17 days | 140 |
| Felt desk organizer | 15 | 15 | 21 days | 129 |
| Metal bookends | 13 | 13 | 18 days | 126 |
| Fabric pencil case | 14 | 14 | 14 days | 121 |
| Adjustable desk lamp | 14 | 14 | 26 days | 115 |
| Bamboo drawer divider | 10 | 10 | 21 days | 101 |
| Portable picnic blanket | 9 | 9 | 13 days | 90 |
| Cotton oven mitts | 8 | 8 | 17 days | 80 |
| Adjustable desk lamp | 13 | 13 | 28 days | 80 |
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. 39 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 | 6 | 7 |
| 2 | Cameron Brooks | 1 | 7 |
| 3 | Avery Foster | 6 | 8 |
| 4 | Rowan Hayes | 41 | 44 |
| 5 | Riley Foster | 0 | 44 |
| 6 | Sage Foster | 6 | 45 |
| 7 | Quinn Reed | 29 | 65 |
| 8 | Jamie Bennett | 43 | 70 |
| 9 | Elliot Palmer | 64 | 83 |
| 10 | Rowan Lane | 22 | 88 |
| 11 | Dana Shaw | 0 | 88 |
| 12 | Reese Shaw | 45 | 90 |
| 13 | Harper Foster | 31 | 90 |
| 14 | Lee Palmer | 37 | 94 |
| 15 | Casey Reed | 47 | 102 |
| 16 | Avery Brooks | 38 | 107 |
| 17 | Dana Reed | 17 | 109 |
| 18 | Jordan Reed | 20 | 109 |
| 19 | Jesse Palmer | 21 | 109 |
| 20 | Alex Reed | 0 | 109 |
| 21 | Kendall Reed | 17 | 109 |
| 22 | Taylor Palmer | 20 | 109 |
| 23 | Elliot Shaw | 0 | 109 |
| 24 | Rowan Palmer | 0 | 109 |
| 25 | Casey Hayes | 29 | 119 |
| 26 | Elliot Bennett | 0 | 119 |
| 27 | Jesse Reed | 9 | 121 |
| 28 | Cameron Hayes | 23 | 125 |
| 29 | Parker Foster | 32 | 132 |
| 30 | Elliot Foster | 23 | 136 |
| 31 | Jamie Carter | 0 | 136 |
| 32 | Drew Lane | 0 | 136 |
| 33 | Reese Lane | 21 | 141 |
| 34 | Emery Lane | 27 | 142 |
| 35 | Rowan Ellis | 14 | 142 |
| 36 | Drew Palmer | 19 | 143 |
| 37 | Alex Foster | 11 | 143 |
| 38 | Jordan Bennett | 13 | 145 |
| 39 | Casey Ellis | 12 | 148 |
| 40 | Dana Palmer | 21 | 148 |
| 41 | Morgan Lane | 15 | 150 |
| 42 | Kendall Bennett | 18 | 150 |
| 43 | Lee Carter | 0 | 150 |
| 44 | Jordan Foster | 10 | 150 |
| 45 | Avery Carter | 14 | 151 |
| 46 | Emery Hayes | 12 | 153 |
| 47 | Casey Carter | 9 | 153 |
| 48 | Kendall Shaw | 8 | 153 |
| 49 | Parker Lane | 0 | 153 |
| 50 | Lee Bennett | 0 | 153 |
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 →