Consumer AI Likeness Monitor

COLD✧ v8Consumer AI Safety / PrivacyGlobal16 Mar 2026

One-Liner

Consumer app continuously monitoring the internet for AI-generated content featuring the user's face, alerting when likeness appears in unauthorized content.

AI Thinking Process

Thread 9: Consumer AI Likeness Monitor — continuous monitoring for AI-generated content featuring user's face, combining reverse face search with AI-generation detection. Legal notice automation for DEFIANCE Act / state law claims.

PimEyes already exists — face search engine since 2017 with millions of searches. Searches public web photos and matches faces. Exact core capability already established for 6+ years.

KILLED by PimEyes (existing, established, same core capability). Adding AI-generation detection to PimEyes is a feature update. Consumer AI window closure confirmed for face-matching category.

Kill Reason

PimEyes already exists — a face search engine operating since 2017 that finds where faces appear online. Core capability (face matching on the internet) is established. Adding AI-generation detection to PimEyes is one feature update, not a new product category.

Risk Analysis

Risk analysis available for latest engine ideas.

What do you think?