About seenbyai

The Problem

AI systems like ChatGPT, Perplexity, Gemini, and Claude now answer billions of questions every day. When someone asks about your industry, your product, or your expertise, AI either cites your website — or it doesn't. Traditional SEO doesn't guarantee AI visibility. According to research from Princeton University, content optimized for Generative Engine Optimization (GEO) sees up to 40% more visibility in AI-generated responses compared to content optimized only for traditional search engines.

The Tool

seenbyai is a free AI visibility checker. Paste any URL and get a GEO score from 0 to 100, measuring how well your content is optimized for AI citation. The tool analyzes your page across five categories: Citation Readiness, Structured Data, AI-Extractable Structure, E-E-A-T & Authority, and Technical AI-Access. After scoring, you can unlock a full report with specific, actionable recommendations.

The Methodology

The scoring methodology is based on the Princeton GEO research paper (KDD 2024), which studied how different content optimization strategies affect visibility in AI-generated responses. The scorer is fully programmatic — no AI calls are made during scoring. It uses pattern matching, HTML parsing, and structured data analysis to evaluate each signal. This means results are consistent, reproducible, and instant.

Built by Valentin Weinert

seenbyai was built by Valentin Weinert, a developer and entrepreneur based in Germany. The goal: give every website owner a clear, data-driven picture of their AI visibility — for free.

Questions or feedback? Reach out at hello@seenbyai.dev.