#1,680,744 OF 2,691,613 IN TECHNOLOGY
SCORE HISTORY BEGINS 2026-09-17
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AI Visibility Scorecard
MCP Bridge
3wmcp.com · Technology
Borderline visible. AI bots can crawl MCP Bridge, 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
#1,680,744 of 2,691,613 in Technology for AI visibility
4
AEO Visibility
iBorderline · 4.2/10
20
Muse Index Score
iAI agent readiness
Basic · 20/100
13
AI Adoption
iBasic · 13/100
About MCP Bridge
from our crawl and measurement
Website forms and MCP for AI agents describes itself simply: "A form backend with MCP built in. Connect website forms and AI agents to one inquiry schema, with validation and signed webhook delivery." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.
Our crawl found structured data on the page (WebPage, 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
8
Clear headings and answer-style content.
Entity Clarity
6
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
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
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 4.2/10, MCP Bridge is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for MCP Bridge
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.
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Source & Attribution
Scored by Engagemii on September 17, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/3wmcp
Cite this score: Engagemii (2026). "AEO Score for MCP Bridge." Retrieved from https://engagemii.com/aeo/brands/3wmcp
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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