AI Visibility Scorecard
Thomasscottdev
tscottdev.com · Technology
Borderline visible. AI bots can crawl Thomasscottdev, 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 3 times
Claude · Apple Intelligence
#2,073,803 of 2,707,329 in Technology for AI visibility
41
AI Naming Predictability
iSometimes named · 41/100
4
AEO Visibility
iNear-invisible · 3.6/10
10
Muse Index Score
iAI agent readiness
Basic · 10/100
0
AI Adoption
iNone detected · 0/100
About Thomasscottdev
from our crawl and measurement
"I came into the industry as a programmer but have dipped my toes into many other aspects of development such as UI design, 3D modelling and animation." That is how Thomasscottdev introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.6 out of 10.
On the page, the fundamentals are in place: structured data on the page (WebSite), an llms.txt file for AI models, a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
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 3.6/10, Thomasscottdev is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Thomasscottdev
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 Thomasscottdev.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/tscottdev
Cite this score: Engagemii (2026). "AEO Score for Thomasscottdev." Retrieved from https://engagemii.com/aeo/brands/tscottdev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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