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AI Visibility Scorecard
AI Coherence Engine
coherenceengines.com · Technology
Borderline visible. AI bots can crawl AI Coherence Engine, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#2,031,226 of 2,623,328 in Technology for AI visibility
3.6
/10
AEO Score
About AI Coherence Engine
from our crawl and measurement
"A professional AI quality-layer that improves output by analyzing coherence, nuance, and logic, providing self-corrected, enhanced results with clear quality metrics." That is how AI Coherence Engine introduces itself. When AI engines look at it, they find little to work with. It scores 3.6 out of 10.
Our crawl found structured data on the page (WebSite, Organization), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
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
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
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 3.6/10, AI Coherence Engine is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for AI Coherence Engine
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 August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/coherenceengines
Cite this score: Engagemii (2026). "AEO Score for AI Coherence Engine." Retrieved from https://engagemii.com/aeo/brands/coherenceengines
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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