@sharong30200356470

Findable is an "SEO for AI" audit tool. Given a person's name and role, it checks how accurately AI models (like Gemma via OpenRouter) actually describe them, compared to their real, verified background pulled from the web. A Python/FastAPI backend runs the person through 5 stages: build ground truth, query AI perception, find gaps, score them 0–100 across 5 metrics (visibility, accuracy, depth, consistency, framing), and generate fixes. A Next.js frontend collects the input and displays the score, a metrics chart, a side-by-side comparison, and prioritized recommendations to improve how AI represents that person.

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