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AI Visibility Scorecard
CommitLLM
commitllm.com · Technology
Borderline visible. AI bots can crawl CommitLLM, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 1 times
Apple Intelligence
#960,466 of 2,707,286 in Technology for AI visibility
5
/10
AEO Score
About CommitLLM
from our crawl and measurement
"A cryptographic commit-and-audit protocol for open-weight LLM inference. CommitLLM binds model identity, deployment configuration, decode policy, and the delivered answer into a receipt so." That is how CommitLLM introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.0 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (SoftwareSourceCode, ScholarlyArticle), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Trust
1
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
2
Forum and community discussion.
0
No Reddit mentions found yet.
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 5/10, CommitLLM is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for CommitLLM
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Tech Shoppers Do More Research Than Anyone. Are You There When They're Looking?
Tech buyers are the most research-intensive shoppers on the internet.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for CommitLLM.
Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/commitllm
Cite this score: Engagemii (2026). "AEO Score for CommitLLM." Retrieved from https://engagemii.com/aeo/brands/commitllm
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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