GEO Readiness
0.6
Fix: Add Organization JSON-LD schema with name, url, logo, sameAs.
Is LangChain cited by AI? Its AI Visibility Score is 71/100
LangChain (langchain.com) is LLM app framework. CitationDesk ran one crawl and scored how ready it is to be cited by ChatGPT, Claude, Perplexity & Gemini — across three pillars. Last scored 2026-06-18.
Visibility Score
langchain.com
71
WEAK — room to improve
AI Visibility★
47
Search
90
Convert
100
Highest-leverage fix for LangChain
Entity Coherence: Add Organization schema in <head> on every page.
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
47/100
Dual Fit
0.5
Fix: Shorten the first paragraph to ≤600 chars so LLMs can extract it cleanly.
Entity Coherence
0.2
Fix: Add Organization schema in <head> on every page.
Bot-Crawl Health
0.8
Fix: Create /llms.txt with a site summary + priority URLs (Anthropic + OpenAI + Perplexity convention).
Search Foundation
90/100
SEO Foundation
0.9
Fix: Add WebPage or Article JSON-LD schema.
Convert
100/100
Conversion Readiness
1.0
Fix: Strong conversion surface — keep CTAs above the fold and proof near the offer.
How to lift LangChain's AI Visibility
Step-by-step guides for the dimensions where LangChain scores lowest:
Sites with similar AI Visibility
More free CitationDesk tools
Score is heuristic, computed from public on-page signals at 2026-06-18; not affiliated with LangChain. Methodology: how the score works.