GEO Readiness
0.7
Fix: Add Person schema for the author with sameAs to ≥2 public profiles.
Is Stack Overflow cited by AI? Its AI Visibility Score is 57/100
Stack Overflow (stackoverflow.com) is developer Q&A. 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
stackoverflow.com
57
PASS — solid baseline
AI Visibility★
54
Search
50
Convert
70
Highest-leverage fix for Stack Overflow
Entity Coherence: Add Person schema for the author with byline + bio + sameAs.
How does YOUR site score?
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AI VisibilityAI wedge
54/100
Dual Fit
0.5
Fix: Shorten the first paragraph to ≤600 chars so LLMs can extract it cleanly.
Entity Coherence
0.4
Fix: Add Person schema for the author with byline + bio + sameAs.
Bot-Crawl Health
0.6
Fix: Create /llms.txt with a site summary + priority URLs (Anthropic + OpenAI + Perplexity convention).
Search Foundation
50/100
SEO Foundation
0.5
Fix: Write a 140-160 char <meta name="description">.
Convert
70/100
Conversion Readiness
0.7
Fix: Add a visible pricing / offer / demo link so buyers know how to act.
How to lift Stack Overflow's AI Visibility
Step-by-step guides for the dimensions where Stack Overflow scores lowest:
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Score is heuristic, computed from public on-page signals at 2026-06-27; not affiliated with Stack Overflow. Methodology: how the score works.