#11,457 OF 920,771 IN EDUCATION
SCORE HISTORY BEGINS 2026-07-31
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AI Visibility Scorecard
Docs by LangChain
docs.langchain.com · Education
Well-positioned for AI search. The breakdown below shows where Docs by LangChain is still leaving points on the table.
AI engines read this profile 9 times
Claude · Apple Intelligence · ChatGPT · Meta AI
#11,457 of 920,771 in Education for AI visibility
7
AEO Visibility
iVisible · 7.1/10
35
Muse Index Score
iAI agent readiness
Basic · 35/100
12
AI Adoption
iBasic · 12/100
About Docs by LangChain
from our crawl and measurement
Docs by LangChain is a business whose own site puts it this way: "Documentation IndexFetch the complete documentation index at: /llms.txtUse this file to discover all available pages before exploring further.Skip to main contentInterrupt is coming to NYC." Measured against the twelve signals AI engines rely on, it scores 7.2 out of 10, a strong showing.
Our crawl found structured data on the page (Organization, WebSite, WebPage), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 5 times in our tracking, including ClaudeBot (Anthropic) and GPTBot (ChatGPT).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
9
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Authority
6
Established authority for your domain.
Reference Presence
10
Recognized in AI knowledge graphs.
News & Press
5
Press and news coverage.
Community
7
Forum and community discussion.
Social Mentions
8
Social discussion and mentions.
What this score means
Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 7.1/10, Docs by LangChain has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Docs by LangChain
Which AI engines already crawl you
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The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/docs-langchain
Cite this score: Engagemii (2026). "AEO Score for Docs by LangChain." Retrieved from https://engagemii.com/aeo/brands/docs-langchain
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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