AI Visibility Scorecard
llmstxtgen.com · Technology
At 1.16/10, llms.txt Generator is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are E-E-A-T Signals, Backlinks and Domain Trust. That is fixable, and the signals below show where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
7
AI Naming Predictability
iRarely named · 7/100
Technology average 28
Top 80% of Technology
See what's behind this score →1.16
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →45
Muse Index Score
iAI agent readiness
Agent-ready · 45/100
Technology average 17
See what's behind this score →0
from our crawl and measurement
"Free llms.txt generator, enter a URL, get spec-style llms.txt and llms-full.txt with deploy steps. Honest about limits of the emerging convention." That is how llms.txt Generator introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 1.16 out of 10.
On the page itself the strengths are clear: structured data describing the business, a clear heading structure and crawler access and the files AI engines look for. It is passable on a partly stated business identity and partial sitemap and link coverage. What holds it back is credibility markers like credentials or reviews.
Off the page, almost no other sites link to it, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
The site links to no social profiles, so there is nothing tying the brand to a wider presence.
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 1.16/10, llms.txt Generator is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
What does the free llms.txt generator include?
The generator discovers up to 20 pages, groups them into logical sections, and outputs both llms.txt (concise link map) and llms-full.txt (fuller inline content).
Which llms.txt guides should you read first?
Source-grounded explainers on format, writing, docs use cases, and maintenance — no invented statistics.
What is llms.txt?
llms.txt is a community-proposed Markdown file at your site root (/llms.txt) that gives AI models a clean, curated map of your most important content — a site name, a short summary, and sections of links with one-line descriptions. A companion llms-full.txt can inline fuller content. It was proposed by Jeremy Howard in 2024 and remains an unofficial convention, not a W3C or IETF standard.
How do you create an llms.txt file?
List the pages you most want a model to understand, write an H1 site name and a one-sentence summary, then group the links into sections (Guides, Docs, API) with a short description per link. Place the file at your root so it resolves at /llms.txt, and optionally publish llms-full.txt with fuller content. Or paste your URL into the generator and it builds both for you.
Does llms.txt improve AI visibility?
There's no public, controlled evidence that publishing llms.txt measurably increases AI citations, and engine support is inconsistent and undocumented. Treat it as low-risk hygiene rather than a ranking lever — and fix crawl access and rendering first, since those are the gating factors.
Is this your brand?
The exact fixes for llms.txt Generator
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ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/llmstxtgen
Cite this score: Engagemii (2026). "AEO Score for llms.txt Generator." Retrieved from https://engagemii.com/aeo/brands/llmstxtgen
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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