CarRank
Loading…

Ingest count

How many listings our pipeline counted in the brand stats aggregate for this filter — not necessarily every row you see in the Listings tab.

Ingest count = rows in brand stats / map for slice

Brand sidebar KPIs read from pre-built aggregates (fast to render). The Listings tab can show a different sample: flat rows from market-points JSON, sometimes filtered further by model, and not always 1:1 with the aggregate counter.

Why numbers differ

Multi-week merges, model-key normalization, and tab sampling can make the Listings tab row count differ from ingest count. Use ingest count for headline liquidity; use the Listings tab to inspect individual posts.

← Back to all topics