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AI Visibility Scorecard
m2clead.com · Technology
Borderline visible. AI bots can crawl M2C — Mind to Code, 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
#1,624,059 of 2,828,978 in Technology for AI visibility
4.4
/10
AEO Score
from our crawl and measurement
M2C Mind to Code is a Modica, Sicily business whose own site puts it this way: "M2C ships digital products in one-week sprints. From landing pages to SaaS MVPs, we deliver something usable by Friday with daily updates and full transparency." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.4 out of 10.
On the page itself the strengths are clear: structured data describing the business, a clear heading structure, a clearly stated business identity, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. What holds it back is credibility markers like credentials or reviews.
Off the page, almost no other sites link to it, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
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
10
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
7
Sitemaps and entity links AI can follow.
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.
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 4.4/10, M2C — Mind to Code is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for M2C — Mind to Code
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Weekly ChatGPT & Claude citation tracking
Tech buyers are the most research-intensive shoppers on the internet.
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Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/m2clead
Cite this score: Engagemii (2026). "AEO Score for M2C — Mind to Code." Retrieved from https://engagemii.com/aeo/brands/m2clead
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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