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AI Visibility Scorecard
codeandmark.com
codeandmark.com · Nonprofits
Borderline visible. AI bots can crawl codeandmark.com, 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
#541,579 of 629,823 in Nonprofits for AI visibility
3.4
/10
AEO Score
About codeandmark.com
from our crawl and measurement
"We’re Mega Engineering We Mega Engineering work since 2003, our company working in the field of supplying industrial machines, equipment, materials and its backup support services." That is how MEGA Engineering introduces itself. When AI engines look at it, they find little to work with. It scores 3.1 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
9
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
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
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 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 3.4/10, codeandmark.com is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for codeandmark.com
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Your Most Motivated Donors Are Leaving Without Giving
Here's the moment that happens on nonprofit websites every single day.
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Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/codeandmark
Cite this score: Engagemii (2026). "AEO Score for codeandmark.com." Retrieved from https://engagemii.com/aeo/brands/codeandmark
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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