Live selling and synthetic faces do not sit still for a crawl.
Social and AI brand abuse is live selling, private groups, impersonation accounts, and synthetic faces that look like the brand. Crawlers built for static product pages miss most of it. Bridge treats those channels as enforcement plus investigation, not as a weekly screenshot.
What it is
Abuse here includes livestream sales, closed groups, lookalike profiles, deepfake spokespeople, and ads that use the brand's identity without a stable URL. The listing may exist for hours. The seller does not.
How Bridge treats it
Analysts and investigators work the platforms in something closer to real time: capture, notice, and then map the accounts, payment rails, and drop-shippers that reappear after a takedown. Social compliance is one of the figures we publish because the channel is hard.
What software-only programmes miss
A static crawler is blind in a private group and late on a livestream. AI-generated faces also defeat simple logo matching. If the programme only scores public catalogue pages, the abuse has already moved.