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AI Visibility Scorecard
Make Your Code More Testable™️
mycmt.dev · Technology
At 2/10, Make Your Code More Testable™️ is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
#2,743,998 of 2,830,090 in Technology for AI visibility
2
/10
AEO Score
About Make Your Code More Testable™️
from our crawl and measurement
Make Your Code More Testable™️ is a business whose own site puts it this way: "Unsubscribe at any time.You can also follow me on Twitter (@JitterTed), see videos on JitterTed.TV, and watch me code live (using TDD, of course) on JitterTed.LIVE.Powered By ConvertKit." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.0 out of 10.
On the page it is passable on a workable page structure. What holds it back is a clearly stated business identity, the technical files AI engines look for, such as llms.txt or an open robots.txt, structured data describing the business, credibility markers like credentials or reviews and sitemaps and entity links AI can follow.
Off the page there is only faint evidence that the domain is only lightly established. Beyond that, almost no other sites link to it, 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.
The site links to no social profiles, so there is nothing tying the brand to a wider presence.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
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
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
3
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
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
1
Established authority for your domain.
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 2/10, Make Your Code More Testable™️ is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Make Your Code More Testable™️
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Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mycmt-dev
Cite this score: Engagemii (2026). "AEO Score for Make Your Code More Testable™️." Retrieved from https://engagemii.com/aeo/brands/mycmt-dev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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