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AI Visibility Scorecard
Tom Sarry
tomsarry.com · Technology
At 2.7/10, Tom Sarry 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
#2,382,857 of 2,623,115 in Technology for AI visibility
2.7
/10
AEO Score
About Tom Sarry
from our crawl and measurement
Tom Sarry describes itself simply: "🌱 Software Developer 💻 Github 📝 LinkedIn 📚 Blog <hr/> 🎬 Letterboxd 📖 Goodreads." As far as answer engines are concerned it may as well not exist yet: 2.7 out of 10.
On the page it is passable on a workable page structure and partial sitemap and link coverage. What holds it back is structured data describing the business, a clearly stated business identity, the technical files AI engines look for, such as llms.txt or an open robots.txt and 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. None of that can be fixed on the page: it has to be earned.
There is not much on the page to read either, about 129 words.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
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
4
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
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.
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 2.7/10, Tom Sarry is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Tom Sarry
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Tech Shoppers Do More Research Than Anyone. Are You There When They're Looking?
Tech buyers are the most research-intensive shoppers on the internet.
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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/tomsarry
Cite this score: Engagemii (2026). "AEO Score for Tom Sarry." Retrieved from https://engagemii.com/aeo/brands/tomsarry
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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