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Source-verified answers

ProfileScribe answers public graph questions from indexable professional profiles, source links, credentials, specialties, locations, and published timeline context.

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A clear search intent can become a shareable answer URL, so people and crawlers can revisit the same professional discovery question without repeating the search setup.

Evidence-first matching

Matching can use role, current work, credentials, source excerpts, specialties, service areas, and recent posts instead of relying on a static name directory.