GEO Readiness
0.8
Fix: Add Person schema for the author with sameAs to ≥2 public profiles.
Is Screaming Frog cited by AI? Its AI Visibility Score is 74/100
Screaming Frog (screamingfrog.co.uk) is SEO crawler. CitationDesk ran one crawl and scored how ready it is to be cited by ChatGPT, Claude, Perplexity & Gemini — across three pillars. Last scored 2026-06-27.
Visibility Score
screamingfrog.co.uk
74
PASS — solid baseline
AI Visibility★
58
Search
80
Convert
100
Highest-leverage fix for Screaming Frog
Dual Fit: Open the first paragraph with a quote-ready fact, definition, or statistic.
How does YOUR site score?
Same crawl, same three pillars, free — get your AI Visibility Score in about 90 seconds, then generate the fixes (llms.txt, schema, robots AI-allowlist) in one click.
AI VisibilityAI wedge
58/100
Dual Fit
0.3
Fix: Open the first paragraph with a quote-ready fact, definition, or statistic.
Entity Coherence
0.6
Fix: Add Person schema for the author with byline + bio + sameAs.
Bot-Crawl Health
0.8
Fix: Create /llms.txt with a site summary + priority URLs (Anthropic + OpenAI + Perplexity convention).
Search Foundation
80/100
SEO Foundation
0.8
Fix: Add a `Sitemap:` line to robots.txt pointing at your sitemap.xml.
Convert
100/100
Conversion Readiness
1.0
Fix: Strong conversion surface — keep CTAs above the fold and proof near the offer.
How to lift Screaming Frog's AI Visibility
Step-by-step guides for the dimensions where Screaming Frog scores lowest:
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Score is heuristic, computed from public on-page signals at 2026-06-27; not affiliated with Screaming Frog. Methodology: how the score works.