Observed in this example
14 supporting histories, 4 shared products, and the paired five-star dates shown above. The method has all 610 generated records available; 20 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
14 reviewers connect back to
Quinn 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 4 shared products in this generated case.
4products with supporting overlap
1–56 daysbetween the paired five-star reviews
The search examined 20 reviewer histories and found 146 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 4 generated reviews across 4 products
These are all of this reviewer’s records in the generated panel. The 4 products with supporting overlap are a subset of this 4-product history.
| Product | Review date | Rating | Verified purchase |
|---|---|---|---|
| Reusable water bottle | 2019-01-20 | 5 stars | Marked |
| Stainless tea infuser | 2019-03-01 | 5 stars | Marked |
| Cotton throw blanket | 2019-03-04 | 5 stars | Marked |
| Compact phone stand | 2019-06-06 | 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 5. Examine that history, find its neighbors, and update the counts again. This run repeats until 20 histories have been examined.
Why examine that person next? Their repeated appearances provide an evidence-based lead. Their history can reveal further connections and add support to reviewers already found.
A simple choice example, and how the cap works
For illustration, suppose two reviewers have not yet been examined: one appears in three neighborhoods found so far and the other in one. With this cap of 5, the search chooses the reviewer with three corroborations first, unless another candidate has a higher count within the cap.
The cap controls which lead to follow: reviewers with a current count above 5 are set aside for this choice. Their evidence still counts, and their reported corroboration can keep growing beyond 5. If no unexamined candidate has a positive count within the cap, the search chooses at random from all remaining unexamined histories, including those above the cap. Ties between candidates are resolved by the order they first appeared in the evidence.
“Stronger lead” means more corroborations under this selection rule. It is not a probability of coordination or fraud. The count used to choose a reviewer is the count at that step; the final count shown in a result may be higher. A history needs at least two five-star reviews to contribute an eligible ego. This is checked after examining it, so a history without an eligible ego still uses one step of the budget.
FOLLOW THE EVIDENCE
Same products. Nearby five-star reviews.
Open a product to compare the dates and records. A pair qualifies when both reviews give five stars and their dates are no more than 56 days apart, including exactly 56 days.
SHARED PRODUCTCotton throw blanket6 supporting histories23–51 days apartView all paired recordsOne example pair · both reviews give five starsQuinn Reedthis reviewer34 days apartRiley Bennetthistory examined
Quinn Reed gave five stars on 2019-03-04. 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 | Quinn Reed’s date | Quinn Reed’s timing | Verified purchase marks |
|---|---|---|---|---|
| Cameron Hayes | 2019-02-055 stars | 2019-03-045 stars | 27 days after | Cameron Hayes: markedQuinn Reed: marked |
| Avery Foster | 2019-03-275 stars | 2019-03-045 stars | 23 days before | Avery Foster: markedQuinn Reed: marked |
| Rowan Hayes | 2019-04-035 stars | 2019-03-045 stars | 30 days before | Rowan Hayes: markedQuinn Reed: marked |
| Sage Foster | 2019-04-065 stars | 2019-03-045 stars | 33 days before | Sage Foster: not markedQuinn Reed: marked |
| Riley Bennett | 2019-04-075 stars | 2019-03-045 stars | 34 days before | Riley Bennett: markedQuinn Reed: marked |
| Sage Brooks | 2019-04-245 stars | 2019-03-045 stars | 51 days before | Sage Brooks: not markedQuinn Reed: marked |
“Before” and “after” describe Quinn Reed’s review relative to the paired reviewer’s review. Purchase marks are generated fields, as are the dates and identifiers.
SHARED PRODUCTCompact phone stand2 supporting histories2–8 days apartView all paired recordsOne example pair · both reviews give five starsQuinn Reedthis reviewer8 days apartHarper Palmerhistory examined
Quinn Reed gave five stars on 2019-06-06. 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 | Quinn Reed’s date | Quinn Reed’s timing | Verified purchase marks |
|---|---|---|---|---|
| Jamie Palmer | 2019-06-085 stars | 2019-06-065 stars | 2 days before | Jamie Palmer: markedQuinn Reed: marked |
| Harper Palmer | 2019-06-145 stars | 2019-06-065 stars | 8 days before | Harper Palmer: markedQuinn Reed: marked |
“Before” and “after” describe Quinn 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 histories5–56 days apartView all paired recordsOne example pair · both reviews give five starsQuinn Reedthis reviewer5 days apartCasey Reedhistory examined
Quinn Reed gave five stars on 2019-01-20. Each row below pairs one of those reviews with another reviewer’s five-star review of this product. We examined each of those reviewers’ histories during the search.
| Reviewer whose history we examined | Their review date | Quinn Reed’s date | Quinn Reed’s timing | Verified purchase marks |
|---|---|---|---|---|
| Casey Reed | 2019-01-255 stars | 2019-01-205 stars | 5 days before | Casey Reed: markedQuinn Reed: marked |
| Jordan Palmer | 2019-01-285 stars | 2019-01-205 stars | 8 days before | Jordan Palmer: markedQuinn Reed: marked |
| Jamie Palmer | 2019-01-305 stars | 2019-01-205 stars | 10 days before | Jamie Palmer: markedQuinn Reed: marked |
| Emery Hayes | 2019-03-165 stars | 2019-01-205 stars | 55 days before | Emery Hayes: markedQuinn Reed: marked |
| Taylor Brooks | 2019-03-175 stars | 2019-01-205 stars | 56 days before | Taylor Brooks: markedQuinn Reed: marked |
“Before” and “after” describe Quinn Reed’s review relative to the paired reviewer’s review. Purchase marks are generated fields, as are the dates and identifiers.
SHARED PRODUCTStainless tea infuser5 supporting histories1–5 days apartView all paired recordsOne example pair · both reviews give five starsCasey Reedhistory examined1 day apartQuinn Reedthis reviewer
Quinn Reed gave five stars on 2019-03-01. 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 | Quinn Reed’s date | Quinn Reed’s timing | Verified purchase marks |
|---|---|---|---|---|
| Jordan Palmer | 2019-02-245 stars | 2019-03-015 stars | 5 days after | Jordan Palmer: not markedQuinn Reed: marked |
| Cameron Shaw | 2019-02-245 stars | 2019-03-015 stars | 5 days after | Cameron Shaw: markedQuinn Reed: marked |
| Casey Reed | 2019-02-285 stars | 2019-03-015 stars | 1 day after | Casey Reed: markedQuinn Reed: marked |
| Jamie Palmer | 2019-03-035 stars | 2019-03-015 stars | 2 days before | Jamie Palmer: markedQuinn Reed: marked |
| Rowan Reed | 2019-03-035 stars | 2019-03-015 stars | 2 days before | Rowan Reed: markedQuinn Reed: marked |
“Before” and “after” describe Quinn 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 14 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 |
|---|---|---|---|
| Riley Bennett | 3 | Cotton throw blanket | +1 ego |
| Avery Foster | 2 | Cotton throw blanket | +1 ego |
| Rowan Hayes | 5 | Cotton throw blanket | +1 ego |
| Sage Foster | 2 | Cotton throw blanket | +1 ego |
| Sage Brooks | 5 | Cotton throw blanket | +1 ego |
| Cameron Hayes | 4 | Cotton throw blanket | +1 ego |
| Casey Reed | 5 | Reusable water bottle, Stainless tea infuser | +1 ego |
| Cameron Shaw | 4 | Stainless tea infuser | +1 ego |
| Harper Palmer | 6 | Compact phone stand | +1 ego |
| Jordan Palmer | 5 | Reusable water bottle, Stainless tea infuser | +1 ego |
| Jamie Palmer | 9 | Compact phone stand, Reusable water bottle, Stainless tea infuser | +1 ego |
| Emery Hayes | 4 | Reusable water bottle | +1 ego |
| Taylor Brooks | 2 | Reusable water bottle | +1 ego |
| Rowan Reed | 2 | Stainless tea infuser | +1 ego |
| Distinct supporting histories | 14 | ||
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 |
| 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 20 histories · cap 5 · ±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 examined20
Complete product windows17seed egos
Highest corroboration14distinct 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.
Quinn Reed4 products14 egos
Generated record ID: demo-192
14 distinct product-window-complete seed egos; 14 observed seed egos.
Observed count, including incomplete coverage: 14
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Riley 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 |
| 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 |
| Emery Hayes | Reusable water bottle | 13 |
| Taylor Brooks | Reusable water bottle | 13 |
| Rowan Reed | Stainless tea infuser | 55 |
Casey Reed5 products11 egos
Generated record ID: demo-178
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 | 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 |
| 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 |
| Reese Shaw | Adjustable desk lamp | 132 |
| Emery Hayes | Reusable water bottle | 20 |
| Taylor Brooks | Reusable water bottle | 20 |
| Rowan Reed | Stainless tea infuser | 55 |
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 |
| Casey Reed | Reusable water bottle | 27 |
| Casey Reed | Stainless tea infuser | 55 |
| Cameron Shaw | Stainless tea infuser | 55 |
| Harper Palmer | Compact phone stand | 160 |
| 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 |
| Reese Shaw | Fabric pencil case | 55 |
| Emery Hayes | Reusable water bottle | 27 |
| Taylor Brooks | Reusable water bottle | 27 |
| Rowan Reed | Stainless tea infuser | 55 |
Rowan Hayes3 products9 egos
Generated record ID: demo-129
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 | 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 |
| Reese Shaw | Adjustable desk lamp | 97 |
| Emery Hayes | Magnetic kitchen timer | 167 |
Elliot Palmer9 products9 egos
Generated record ID: demo-160
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 | 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 |
| 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 |
| Reese Shaw | Adjustable desk lamp | 90 |
| Reese Shaw | Fabric pencil case | 55 |
| Rowan Reed | Stainless tea infuser | 62 |
| Rowan Reed | Cotton oven mitts | 111 |
Emery Palmer10 products9 egos
Generated record ID: demo-161
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 | 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 |
| 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 |
| Reese Shaw | Adjustable desk lamp | 97 |
| Reese Shaw | Adjustable desk lamp | 104 |
| Reese Shaw | Fabric pencil case | 62 |
| Rowan Reed | Stainless tea infuser | 62 |
| Rowan Reed | Cotton oven mitts | 104 |
Jamie Palmer9 products9 egos
Generated record ID: demo-163
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 | 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 |
| Jordan Palmer | Reusable water bottle | 27 |
| Jordan Palmer | Metal bookends | 20 |
| Jordan Palmer | Clip-on reading light | 76 |
| Jordan Palmer | Stainless tea infuser | 55 |
| Reese Shaw | Fabric pencil case | 62 |
| Emery Hayes | Reusable water bottle | 27 |
| Taylor Brooks | Reusable water bottle | 27 |
| Rowan Reed | Stainless tea infuser | 55 |
| Rowan Reed | Cotton oven mitts | 97 |
Jordan Palmer4 products9 egos
Generated record ID: demo-165
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 | 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 |
| Jamie Palmer | Reusable water bottle | 27 |
| Jamie Palmer | Metal bookends | 20 |
| Jamie Palmer | Clip-on reading light | 69 |
| Jamie Palmer | Stainless tea infuser | 48 |
| Emery Hayes | Reusable water bottle | 27 |
| Taylor Brooks | Reusable water bottle | 27 |
| Rowan Reed | Stainless tea infuser | 48 |
Morgan Palmer4 products9 egos
Generated record ID: demo-168
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 | 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 |
| Jordan Palmer | Reusable water bottle | 27 |
| Jamie Palmer | Compact phone stand | 153 |
| Jamie Palmer | Reusable water bottle | 27 |
| Jamie Palmer | Felt desk organizer | 146 |
| Reese Shaw | Adjustable desk lamp | 97 |
| Emery Hayes | Reusable water bottle | 27 |
| Taylor Brooks | Reusable water bottle | 27 |
Riley Palmer3 products9 egos
Generated record ID: demo-172
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 | 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 |
| Jordan Palmer | Stainless tea infuser | 48 |
| Jamie Palmer | Felt desk organizer | 146 |
| Jamie Palmer | Stainless tea infuser | 48 |
| Reese Shaw | Adjustable desk lamp | 104 |
| Rowan Reed | Stainless tea infuser | 48 |
Cameron Reed4 products9 egos
Generated record ID: demo-179
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 | 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 |
| Jordan Palmer | Metal bookends | 27 |
| Jamie Palmer | Metal bookends | 27 |
| Jamie Palmer | Cotton oven mitts | 97 |
| Reese Shaw | Adjustable desk lamp | 83 |
| Rowan Reed | Cotton oven mitts | 97 |
Sage Shaw4 products9 egos
Generated record ID: demo-218
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 | 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 |
| Jordan Palmer | Stainless tea infuser | 41 |
| Jamie Palmer | Fabric pencil case | 55 |
| Jamie Palmer | Stainless tea infuser | 41 |
| Jamie Palmer | Cotton oven mitts | 111 |
| Reese Shaw | Adjustable desk lamp | 90 |
| Reese Shaw | Fabric pencil case | 55 |
| Rowan Reed | Stainless tea infuser | 41 |
| Rowan Reed | Cotton oven mitts | 111 |
Harper Palmer5 products8 egos
Generated record ID: demo-162
8 distinct product-window-complete seed egos; 8 observed seed egos.
Observed count, including incomplete coverage: 8
| 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 |
| Jordan Palmer | Metal bookends | 20 |
| Jamie Palmer | Compact phone stand | 160 |
| Jamie Palmer | Felt desk organizer | 146 |
| Jamie Palmer | Metal bookends | 20 |
| Reese Shaw | Adjustable desk lamp | 97 |
Lee Palmer5 products8 egos
Generated record ID: demo-167
8 distinct product-window-complete seed egos; 8 observed seed egos.
Observed count, including incomplete coverage: 8
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Quinn Reed | Compact phone stand | 160 |
| Quinn Reed | Stainless tea infuser | 48 |
| Sage Brooks | Canvas tote bag | 27 |
| Casey Reed | Bamboo drawer divider | 55 |
| Casey Reed | Stainless tea infuser | 48 |
| Cameron Shaw | Stainless tea infuser | 48 |
| Harper Palmer | Compact phone stand | 160 |
| Jordan Palmer | Stainless tea infuser | 48 |
| Jamie Palmer | Compact phone stand | 160 |
| Jamie Palmer | Bamboo drawer divider | 55 |
| Jamie Palmer | Stainless tea infuser | 48 |
| Jamie Palmer | Cotton oven mitts | 104 |
| Rowan Reed | Stainless tea infuser | 48 |
| Rowan Reed | Cotton oven mitts | 104 |
Cameron Shaw4 products8 egos
Generated record ID: demo-201
8 distinct product-window-complete seed egos; 8 observed seed egos.
Observed count, including incomplete coverage: 8
| 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 |
| Jordan Palmer | Stainless tea infuser | 48 |
| Jamie Palmer | Stainless tea infuser | 48 |
| Rowan Reed | Stainless tea infuser | 48 |
Jordan Shaw3 products8 egos
Generated record ID: demo-209
8 distinct product-window-complete seed egos; 8 observed seed egos.
Observed count, including incomplete coverage: 8
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Quinn Reed | Compact phone stand | 153 |
| Quinn Reed | Reusable water bottle | 27 |
| Casey Reed | Reusable water bottle | 27 |
| Harper Palmer | Compact phone stand | 153 |
| Jordan Palmer | Reusable water bottle | 27 |
| Jamie Palmer | Compact phone stand | 153 |
| Jamie Palmer | Reusable water bottle | 27 |
| Jamie Palmer | Fabric pencil case | 62 |
| Reese Shaw | Fabric pencil case | 62 |
| Emery Hayes | Reusable water bottle | 27 |
| Taylor Brooks | Reusable water bottle | 27 |
Avery Bennett2 products7 egos
Generated record ID: demo-1
7 distinct product-window-complete seed egos; 7 observed seed egos.
Observed count, including incomplete coverage: 7
| 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 |
| Reese Shaw | Adjustable desk lamp | 62 |
| Reese Shaw | Adjustable desk lamp | 132 |
Sage Foster2 products7 egos
Generated record ID: demo-108
7 distinct product-window-complete seed egos; 7 observed seed egos.
Observed count, including incomplete coverage: 7
| 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 |
| Rowan Hayes | Cotton throw blanket | 90 |
| Sage Brooks | Cotton throw blanket | 90 |
| Harper Palmer | Metal bookends | 76 |
| Jordan Palmer | Metal bookends | 76 |
Drew Hayes2 products7 egos
Generated record ID: demo-115
7 distinct product-window-complete seed egos; 7 observed seed egos.
Observed count, including incomplete coverage: 7
| 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 |
| Jamie Palmer | Bamboo drawer divider | 97 |
| Reese Shaw | Adjustable desk lamp | 62 |
| Reese Shaw | Adjustable desk lamp | 97 |
Parker Palmer4 products7 egos
Generated record ID: demo-169
7 distinct product-window-complete seed egos; 7 observed seed egos.
Observed count, including incomplete coverage: 7
| 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 |
| Jordan Palmer | Metal bookends | 13 |
| Jamie Palmer | Metal bookends | 13 |
| Reese Shaw | Adjustable desk lamp | 90 |
| Reese Shaw | Adjustable desk lamp | 104 |
Harper Reed3 products7 egos
Generated record ID: demo-184
7 distinct product-window-complete seed egos; 7 observed seed egos.
Observed count, including incomplete coverage: 7
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Quinn Reed | Stainless tea infuser | 48 |
| Casey Reed | Stainless tea infuser | 48 |
| Cameron Shaw | Stainless tea infuser | 48 |
| Harper Palmer | Metal bookends | 20 |
| Jordan Palmer | Insulated travel mug | 125 |
| Jordan Palmer | Metal bookends | 20 |
| Jordan Palmer | Stainless tea infuser | 48 |
| Jamie Palmer | Metal bookends | 20 |
| Jamie Palmer | Stainless tea infuser | 48 |
| Rowan Reed | Stainless tea infuser | 48 |
Jamie Reed2 products7 egos
Generated record ID: demo-185
7 distinct product-window-complete seed egos; 7 observed seed egos.
Observed count, including incomplete coverage: 7
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Quinn Reed | Stainless tea infuser | 62 |
| Casey Reed | Felt desk organizer | 160 |
| Casey Reed | Stainless tea infuser | 62 |
| Cameron Shaw | Stainless tea infuser | 62 |
| Harper Palmer | Felt desk organizer | 160 |
| Jordan Palmer | Stainless tea infuser | 62 |
| Jamie Palmer | Felt desk organizer | 160 |
| Jamie Palmer | Stainless tea infuser | 62 |
| Rowan Reed | Stainless tea infuser | 62 |
Lee Reed3 products7 egos
Generated record ID: demo-189
7 distinct product-window-complete seed egos; 7 observed seed egos.
Observed count, including incomplete coverage: 7
| 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 |
| Jamie Palmer | Bamboo drawer divider | 62 |
| Reese Shaw | Adjustable desk lamp | 69 |
Morgan Reed2 products7 egos
Generated record ID: demo-190
7 distinct product-window-complete seed egos; 7 observed seed egos.
Observed count, including incomplete coverage: 7
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Quinn Reed | Compact phone stand | 153 |
| Quinn Reed | Stainless tea infuser | 62 |
| Casey Reed | Stainless tea infuser | 62 |
| Cameron Shaw | Stainless tea infuser | 62 |
| Harper Palmer | Compact phone stand | 153 |
| Jordan Palmer | Stainless tea infuser | 62 |
| Jamie Palmer | Compact phone stand | 153 |
| Jamie Palmer | Stainless tea infuser | 62 |
| Rowan Reed | Stainless tea infuser | 62 |
Sage Reed2 products7 egos
Generated record ID: demo-196
7 distinct product-window-complete seed egos; 7 observed seed egos.
Observed count, including incomplete coverage: 7
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Quinn Reed | Stainless tea infuser | 55 |
| Casey Reed | Felt desk organizer | 146 |
| Casey Reed | Stainless tea infuser | 55 |
| Cameron Shaw | Stainless tea infuser | 55 |
| Harper Palmer | Felt desk organizer | 146 |
| Jordan Palmer | Stainless tea infuser | 55 |
| Jamie Palmer | Felt desk organizer | 146 |
| Jamie Palmer | Stainless tea infuser | 55 |
| Rowan Reed | Stainless tea infuser | 55 |
Casey Shaw4 products7 egos
Generated record ID: demo-200
7 distinct product-window-complete seed egos; 7 observed seed egos.
Observed count, including incomplete coverage: 7
| 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 |
| Jamie Palmer | Compact phone stand | 153 |
| Jamie Palmer | Bamboo drawer divider | 55 |
| Reese Shaw | Adjustable desk lamp | 132 |
Jamie Shaw2 products7 egos
Generated record ID: demo-207
7 distinct product-window-complete seed egos; 7 observed seed egos.
Observed count, including incomplete coverage: 7
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Quinn Reed | Stainless tea infuser | 48 |
| Casey Reed | Stainless tea infuser | 48 |
| Cameron Shaw | Stainless tea infuser | 48 |
| Harper Palmer | Metal bookends | 20 |
| Jordan Palmer | Metal bookends | 20 |
| Jordan Palmer | Stainless tea infuser | 48 |
| Jamie Palmer | Metal bookends | 20 |
| Jamie Palmer | Stainless tea infuser | 48 |
| Rowan Reed | Stainless tea infuser | 48 |
Jesse Shaw2 products7 egos
Generated record ID: demo-208
7 distinct product-window-complete seed egos; 7 observed seed egos.
Observed count, including incomplete coverage: 7
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Rowan Hayes | Adjustable desk lamp | 69 |
| Sage Brooks | Adjustable desk lamp | 69 |
| Cameron Shaw | Adjustable desk lamp | 69 |
| Harper Palmer | Adjustable desk lamp | 69 |
| Jordan Palmer | Clip-on reading light | 76 |
| Jamie Palmer | Clip-on reading light | 76 |
| Reese Shaw | Adjustable desk lamp | 69 |
Sage Brooks3 products7 egos
Generated record ID: demo-42
7 distinct product-window-complete seed egos; 7 observed seed egos.
Observed count, including incomplete coverage: 7
| Reviewer whose history we examined (seed) | Product | Week (day index) |
|---|---|---|
| Riley Bennett | Cotton throw blanket | 111 |
| Quinn Reed | Cotton throw blanket | 111 |
| Avery Foster | Cotton throw blanket | 111 |
| Rowan Hayes | Cotton throw blanket | 111 |
| Sage Foster | Cotton throw blanket | 111 |
| Cameron Hayes | Canvas tote bag | 111 |
| Cameron Shaw | Adjustable desk lamp | 27 |
| Cameron Shaw | Canvas tote bag | 111 |
Cameron Carter1 products7 egos
Generated record ID: demo-47
7 distinct product-window-complete seed egos; 7 observed seed egos.
Observed count, including incomplete coverage: 7
| 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 |
| Reese Shaw | Adjustable desk lamp | 48 |
| Reese Shaw | Adjustable desk lamp | 111 |
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 | 224 |
| Stainless tea infuser | 17 | 17 | 20 days | 145 |
| Compact phone stand | 16 | 16 | 17 days | 116 |
| Felt desk organizer | 15 | 15 | 21 days | 104 |
| Adjustable desk lamp | 20 | 20 | 56 days | 103 |
| Metal bookends | 13 | 13 | 18 days | 93 |
| Fabric pencil case | 14 | 14 | 14 days | 87 |
| Adjustable desk lamp | 19 | 19 | 56 days | 85 |
| Bamboo drawer divider | 11 | 11 | 56 days | 82 |
| Reusable water bottle | 8 | 8 | 20 days | 74 |
| Portable picnic blanket | 10 | 10 | 50 days | 65 |
| Cotton oven mitts | 8 | 8 | 17 days | 60 |
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. 17 of the 20 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 | Jordan Palmer | 40 | 133 |
| 16 | Jamie Palmer | 52 | 137 |
| 17 | Reese Shaw | 61 | 137 |
| 18 | Emery Hayes | 26 | 146 |
| 19 | Taylor Brooks | 11 | 146 |
| 20 | Rowan Reed | 18 | 146 |
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 →