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Preamble
AEO Score: 5/10
Monitoring for AI engine activity
In the Engagemii AEO index
#428,746 of 3,033,637 in Technology for AI visibility
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. Two-thirds of websites are invisible to them. Preamble just got measured.
5/10 means Preamble is borderline visible. AI bots can crawl your site but your structured-data signals are thin. You are at risk of being skipped when buyers ask AI for a recommendation.
About Preamble
Where work begins. Preamble gives every employee company-approved AI wired into the work they already do — proven, governed, and ready the day you turn it on.
Key Topics
Details
Industry: Technology
preamble.devAI Visibility Breakdown
2
Structured Data
8
Content Structure
5
Entity Clarity
4
E-E-A-T Signals
6
Technical AEO
2
AI Discoverability
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Your full 6-category score breakdown
Exact fixes: robots.txt, schema, llms.txt
AI bot crawls from ChatGPT, Claude, Perplexity, Gemini
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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 July 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/preamble-dev
Cite this score: Engagemii (2026). "AEO Score for Preamble." Retrieved from https://engagemii.com/aeo/brands/preamble-dev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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