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Operational clarity and assistance for platform usage.

Mar 29, 2026Mobile landing redesigned with interactive creator carousel

Mar 29, 20263D character loads faster — Draco compression cuts download by 23%

Mar 29, 2026Creator network graph: faster traversal, wider mobile view

Mar 28, 2026Full website shipped to production on Vercel

Mar 22, 2026Qualification pipeline: 25K creators classified and indexed

Mar 19, 2026Ingestion engine upgraded to 20 QPS — 90× throughput increase

Why did a creator move up or down?

Why is follower count not the main factor?

How often is data refreshed?

What does qualification confidence mean?

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What is a creator profile in Whofits?

Why do results change over time?

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