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AI Visibility Scorecard
ModelMerge — The Beautiful Control Plane for AI Agents
modelmerge.ai · Professional Services
Borderline visible. AI bots can crawl ModelMerge — The Beautiful Control Plane for AI Agents, 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 4 times
Claude · Apple Intelligence · Meta AI
#277,188 of 498,618 in Professional Services for AI visibility
4
AEO Visibility
iBorderline · 4.3/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
12
AI Adoption
iBasic · 12/100
About ModelMerge — The Beautiful Control Plane for AI Agents
from our crawl and measurement
"An expert builds and runs your website; an AI team improves it every day. A real person owns the relationship and the AI does the grind, for a fraction of an agency and far less than a." That is how ModelMerge The Beautiful Control Plane for AI Agents introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.3 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
2
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
3
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
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
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 4.3/10, ModelMerge — The Beautiful Control Plane for AI Agents is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for ModelMerge — The Beautiful Control Plane for AI Agents
Which AI engines already crawl you
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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 ModelMerge — The Beautiful Control Plane for AI Agents.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/modelmerge-ai
Cite this score: Engagemii (2026). "AEO Score for ModelMerge — The Beautiful Control Plane for AI Agents." Retrieved from https://engagemii.com/aeo/brands/modelmerge-ai
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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