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AI Visibility Scorecard
SQLModel
6f32c9da.sqlmodel.pages.dev · Technology
Well-positioned for AI search. The breakdown below shows where SQLModel is still leaving points on the table.
AI engines read this profile 3 times
ChatGPT · Claude
#14,938 of 2,623,097 in Technology for AI visibility
7.2
/10
AEO Score
About SQLModel
from our crawl and measurement
SQLModel describes itself simply: "SQLModel, SQL databases in Python, designed for simplicity, compatibility, and robustness." Measured against the twelve signals AI engines rely on, it scores 7.2 out of 10, a strong showing.
Under the hood there is a sitemap and a readable heading structure, but the score is capped by what is missing: structured data describing the business, an llms.txt file.
Our monitoring has logged 3 AI crawler visits here: the engines come, the question is what they find.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
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.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Trust
7
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
6
Press and news coverage.
Community
9
Forum and community discussion.
9
Reddit mentions and discussion.
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 7.2/10, SQLModel has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for SQLModel
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 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/6f32c9da-sqlmodel-pages-dev
Cite this score: Engagemii (2026). "AEO Score for SQLModel." Retrieved from https://engagemii.com/aeo/brands/6f32c9da-sqlmodel-pages-dev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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