Session-gated public-context workspace

Fast public social intel

Run a masked public-source pass on a name, handle, or profile URL, then review confidence, ambiguity, source categories, and safety boundaries in one console.

Mode Protected preview HttpOnly Supabase session required
Lookup lane Ready

Public web and profile sources only.

Cache Standing by

Recent protected previews can be reused.

Quota Guarded

Expensive provider calls stay controlled.

Boundary Public only

No private accounts or eligibility decisions.

Create lookup

Subject command

Masked preview
Name @handle Public profile URL Social URL

Ready for a signed-in masked preview. Nothing here unlocks private accounts.

Sample lens ready SAMPLE

Masked subject

A*** M*****

Likely public profiles matched across professional, creator, and event pages.

Confidence Medium
Sources 3 candidates

Public pages with matching name and location hints.

Recent context 2 mentions

Conference listing and public newsletter byline.

Ambiguity Common name

Open sources manually before you rely on the match.

Public web Public social Creator pages Newsletters

Masked sample: public links stay reviewable, private data stays out.

Supported Public profile context

Names, handles, social URLs, and public profile pages.

Blocked Eligibility decisions

No employment, housing, credit, tenant, insurance, or similar screening use.

Required Human review

Open sources manually before relying on ambiguous public matches.