An AI social media research platform for marketers and agencies. It reads public posts and comments across Reddit, TikTok, YouTube, Instagram, Facebook, X, and LinkedIn, tags each post across 10+ dimensions (topic, emotion, hook, intent, tone, CTA, narrative), transcribes videos and reads on-screen text/logos, then groups posts into patterns (pain points, objections, hooks) linked to the underlying posts for auditability. Pattern-matching accuracy is vendor-stated at 86–95% depending on pattern type and sample size. Offers always-on listening agents (Slack/webhook digests), on-demand research with cited reports, audience profiling (age, occupation, interests, OCEAN personality—AI-estimated, Pro+), and MCP/REST API access for Claude, ChatGPT, and Cursor. Pricing: Starter $98/mo (2,000 credits, 1 seat, no API), Pro $178/mo (5,000 credits, 3 seats, API + audience research), Business $450/mo (20,000 credits, 5 seats), Enterprise custom. Annual billing gets 2 months free; free trial available. Note: very small team (3 employees, ~8K monthly visits per Crustdata); only 2 G2 reviews (both 5-star, Jan 2026); audience demographics are AI estimates, not survey data; YouTube commenters are not profiled.

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