AI Visibility Scorecard
LLMFriendly.ai
llmfriendly.ai · Technology
Borderline visible. AI bots can crawl LLMFriendly.ai, 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 8 times
Meta AI · Claude · Apple Intelligence
#873,104 of 2,704,440 in Technology for AI visibility
<1
AI Naming Predictability
iRarely named · <1/100
Technology average 28
Top 23% of Technology
See what's behind this score →4
-
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 →80
Muse Index Score
iAI agent readiness
Transactable · 80/100
Technology average 17
See what's behind this score →17
About LLMFriendly.ai
from our crawl and measurement
LLMFriendly.ai describes itself simply: "AI brand intelligence platform. Track visibility across ChatGPT and Gemini, monitor citations, audit SEO, research keywords, generate AI-optimized content, and monitor social conversations." When AI engines look at it, they find little to work with. It scores 4.2 out of 10.
Our crawl found structured data on the page (Organization, SoftwareApplication, FAQPage), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 5 times in our tracking, including ClaudeBot (Anthropic), Applebot (Siri) and Meta AI.
- Company ·
- LLMFriendly.ai
- Website ·
- llmfriendly.ai
- Industry ·
- Technology
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Aug 1, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Strong
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.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
What this score means
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 4.2/10, LLMFriendly.ai is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
How is this different from traditional SEO tools?
Traditional SEO tools track your Google search rankings. LLMFriendly tracks where your brand appears when customers ask ChatGPT, Gemini, and other AI platforms for recommendations. We show you exactly which AI queries mention your brand, how you rank against competitors in AI responses, and what you can do to improve your visibility.
Which AI platforms do you track?
We currently track ChatGPT (OpenAI) and Gemini (Google) - the two largest AI platforms consumers use for product and brand recommendations. All plans include monitoring across both platforms.
How do you track my brand in AI responses?
We run real queries on live AI platforms and parse the actual responses. There's no estimation or prediction involved. You see exactly what your customers see, with 95%+ accuracy. We track mentions, citations, ranking position, and sentiment across every query.
How quickly will I see results?
You'll get your first AI visibility report within minutes of signing up. For improving your actual AI rankings, most brands see measurable changes within 2–4 weeks when using our Agentic Blogger and SEO Audit tools together.
Do I need technical expertise to use this?
Not at all. LLMFriendly is built for brand managers and growth teams, not engineers. The dashboard gives you clear, actionable insights - no coding or technical SEO knowledge required.
How does the Agentic Blogger create content?
It researches your competitive landscape, analyzes which topics AI platforms cite most, and generates publish-ready blog posts optimized for both search engines and AI discovery. Every post is backed by real keyword data and citation analysis.
What does the SEO Audit feature do?
It automatically crawls your website and flags issues hurting your search rankings - missing meta tags, broken links, slow pages, mobile problems, duplicate content, and more. You get prioritized, actionable fixes for every issue, and weekly automated audits to track improvements.
Can I cancel anytime?
Yes. All paid plans are month-to-month. Cancel anytime from your dashboard - no contracts, no cancellation fees, no questions asked.
Is this your brand?
The exact fixes for LLMFriendly.ai
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
Already have an account? Sign in
How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for LLMFriendly.ai.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/llmfriendly-ai
Cite this score: Engagemii (2026). "AEO Score for LLMFriendly.ai." Retrieved from https://engagemii.com/aeo/brands/llmfriendly-ai
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform