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AI Visibility Scorecard
LLM Topper
llmtopper.com · Technology
Somewhat visible. AI bots can read LLM Topper, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#867,985 of 2,807,729 in Technology for AI visibility
5.1
/10
AEO Score
About LLM Topper
from our crawl and measurement
"An AI visibility platform that tracks and analyzes how leading AI models cite your brand across ChatGPT, Claude, Gemini, Grok, and others. Helps businesses optimize their...." That is how LLM Topper introduces itself. Its AI visibility score is 5.1 out of 10: the engines can find it, but they do not have much to hold on to.
The site gets some of it right: it has structured data on the page (Organization, SoftwareApplication, FAQPage), a sitemap, a readable heading structure. What holds it back is what is absent, including an llms.txt file.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
8
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
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
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
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
5
Inbound links from other sites.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
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 5.1/10, LLM Topper has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for LLM Topper
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.
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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/llmtopper
Cite this score: Engagemii (2026). "AEO Score for LLM Topper." Retrieved from https://engagemii.com/aeo/brands/llmtopper
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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