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AI Visibility Scorecard
MentionLM
mentionlm.com · Technology
Borderline visible. AI bots can crawl MentionLM, 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 6 times
Apple Intelligence · Meta AI · Claude
#1,237,665 of 2,659,076 in Technology for AI visibility
5
AEO Visibility
iBorderline · 4.7/10
80
Muse Index Score
iAI agent readiness
Transactable · 80/100
12
AI Adoption
iBasic · 12/100
About MentionLM
from mentionlm.com
Your buyers ask ChatGPT, Claude, Gemini and Perplexity who to choose. MentionLM shows whether AI recommends you or your competitors, quantifies the pipeline you're losing, and hands you the fixes and
The 6 signals AI reads
Higher is better · 0-10
Structured Data
8
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
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
5
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 Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
No social discussion 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 4.7/10, MentionLM is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for MentionLM
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for MentionLM.
Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mentionlm
Cite this score: Engagemii (2026). "AEO Score for MentionLM." Retrieved from https://engagemii.com/aeo/brands/mentionlm
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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