Photo-search limits, privacy and identity claims
Before treating an image result as an identity finding, check what the tool actually returned and what information you would disclose in an upload. These guides cover uncertain image origins, bystanders in group pictures and the difference between finding an image and verifying a person. Some photos are better left unsubmitted.
Review the limits and the image contents before choosing whether to upload.
Photo privacy & limits
5 GUIDESGoogle Lens results versus identity verification
Compare visual discovery, source-page context and platform photo checks—and why none of them proves relationship status or intent.
Read the guideCan you tell if a dating photo is AI-generated?
A provenance-first guide to dating photos: use public image context as clues, not proof, then choose a neutral conversation.
Read the guideChecking a group photo without exposing bystanders
When a shared profile image shows a group, consider cropping to one person, asking for a solo photo, or skipping the upload rather than checking everyone in frame.
Read the guideReverse image search and face recognition are different tasks
Editorial guidance on separating public-image reuse clues from biometric identity claims, with a comparison table, neutral questions, and clear stopping suggestions.
Read the guideWhich photos should you avoid uploading to a search service?
An editorial checklist for choosing photos for an image search, covering intimate images, identity documents, unrelated people, and the option not to search.
Read the guide