Why a product appears.
Attnora includes a product only when a current public evidence record can explain its role, intended user, category relationship, limitations and source freshness.
Entity Gate
- At least two current public sources where reasonably available, including a primary source.
- An original structured summary; no copied vendor marketing text, logo or screenshot.
- A defined role, intended user, category rationale and limitation.
- Evidence links and a last-checked date.
- Clear visual and semantic separation from Sponsored Visibility.
Natural ordering and corrections
Money cannot purchase Natural inclusion, order or analysis. If a factual record needs correction, Attnora will append a public correction rather than silently rewrite the basis for a material claim.
Aggregate Measurement
Attnora may count seven anonymous event facts: Category Views, Product Views, Category → Product Actions, Outbound Clicks, Sponsor Page Views, Application Starts and Applications Submitted. These are event counts, not Visitors, Unique Visitors, Returning Visitors, individual journeys, conversions, sales or ROI.
Each event is labelled only with its event type, time, public content key, source class, quality state, release ID and Measurement version. A qualified event means no current explicit exclusion rule matched; it does not mean a verified human. Suspected bots are retained and labelled rather than silently discarded.
Source class is limited to search, direct, referral, approved community, other or unknown. Unknown remains unknown. Any future public Attention Snapshot is evidence-gated, Human-gated and not a sales or ROI guarantee.