GEO & AI-search tools

Estimate how fast a page's AI citations decay by engine (Perplexity ~30d to ChatGPT ~90d) and get a refresh-by date, grounded in the 30-day content half-life research.

Paste a page and score its citability against high-citation benchmarks: question headings, front-loaded claims, statistic density, quotes, and structure.

Validate a page against the Claim-Anchoring framework, answer capsules, section autonomy, proof-pairing ratio, brand association, and get a hallucination-risk score.

Pick your target AI engines and content type to get per-engine recommendations on structure, schema, freshness cadence, and citation depth.

Enter your content counts by funnel stage to see your TOFU/MOFU/BOFU balance against a citation-optimized split and the gaps to close.

Score your brand's readiness to be cited by AI engines across crawlability, authority, Information Gain, and structure, with your top gaps ranked.

Turn your monthly content capacity into a citation-optimized mix: flagship research, derivative, product, and news.

Estimate how much of your organic traffic is exposed to zero-click erosion as AI Overviews and AI Mode expand.

Model the AI citation lift on your brand's Share of Model using the Princeton/KDD GEO coefficients.