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Deep search

Deep search is a term some face and image search engines use for a second, wider pass over their index or over more sources than the default search, usually at a higher price or a separate credit. What it covers differs by engine: more pages, a lower similarity threshold, older crawls, or extra sources. It never extends past the public web.

Updated November 6, 2026 · 1 min read

What does a deep search add?

The default search on most engines is tuned to answer in seconds: it checks the most recent or most relevant part of the index at a conservative threshold. A deep search relaxes one or more of those limits. Depending on the engine that can mean more of the index, more candidate results, a lower similarity score cut-off, or additional crawled sources. It costs more compute, so it is priced separately.

How engines label their wider pass, as described on their sites in November 2026
EngineNameWhat the engine says it adds
FaceSearchDeep searchA wider pass over the public web; needs an account and a deep search credit
Lenso.aiResearch ModeUp to many more results per search and filters, on the Professional plan
PimEyesDeep searchMore results and filters on higher tiers
FaceCheck.IDCreditsMore results unlocked per search with credits

When is it worth it?

  • A normal search found little but there is reason to expect more: an old or widely reposted photo.
  • A removal job where every copy matters.
  • A dating or scam check where the first pass was clean and the stakes are high.

What does it never do?

Reach past the public web. No search tier sees private accounts, messages or content behind a login; a deep search is a wider look at the same kind of pages. It also does not make a look-alike into a match: more candidates mean more of the doppelganger effect, so results still need checking against the source page.

Where does the term come up?

On pricing pages and in support questions. Because each engine defines it differently, comparisons across engines should compare what is actually searched, which the engines index lists field by field.

Questions

Does a deep search find private photos?

No. It searches more of the public web, not anything behind a login.

Why does a deep search take longer?

It compares the query against more of the index, or at a lower threshold, which is more work per search.

Sources

  1. 1.FaceSearch, Deep search explained (checked November 6, 2026)
  2. 2.Lenso.ai, Research Mode and advanced filters (checked November 5, 2026)

Entry reviewed November 6, 2026. Found an error? Tell us.

Cite this entry

FaceSearch Wiki editors. "Deep search". FaceSearch Wiki, updated November 6, 2026. https://facesearch.wiki/glossary/deep-search/