Snapshot
The dataset contains every listing collected from the Outbid all-time leaderboard on 28 August 2026. It is a cross-sectional snapshot, not a daily series. The observed listing window spans 8.5 days.
20260910T0903Z
Methodology
Definitions, sources, field availability, and limits for the frozen snapshot.
Displayed bids
Bid is the amount displayed for a listing at collection time. It is not independently verified payment volume. Distribution statistics use one listing row as one observation.
Displayed clicks
Clicks are cumulative counts displayed by Outbid. CPC is displayed bid divided by displayed clicks. A zero click value is kept distinct from unavailable data.
Revenue data availability
MRR and revenue fields are included only where a product record is available from TrustMRR. Analyses that require these fields exclude unavailable products from their sample.
Revenue
Revenue, MRR, customer, company, and founder fields come from the TrustMRR API refresh completed on 29 August 2026. Four unavailable detail records use cached fallbacks.
Interpretation limits
The data does not contain impressions, signups, attributed customers, profit, unique bidder identities, or incremental lift. Associations do not show that Outbid caused clicks or revenue.
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Definitions
| Measure | Definition |
|---|---|
| Aggregate CPC | Total displayed bids divided by total displayed clicks. |
| Product CPC | A listing's displayed bid divided by its displayed clicks, where clicks are above zero. |
| Gini coefficient | A concentration measure from 0 for equal distribution to 1 for maximum concentration. |
| Spearman correlation | A rank association from -1 to 1. It does not establish causation. |
| Last-30-day revenue | Revenue reported by TrustMRR for the most recent 30-day window available at refresh. |
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Source files
The downloadable files are generated directly from the frozen analytical outputs.
Outbid: outbid.lolTrustMRR: trustmrr.com