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AI Visibility Scorecard
Get Started with DDEV
ddev.readthedocs.io · Technology
Well-positioned for AI search. The breakdown below shows where Get Started with DDEV is still leaving points on the table.
AI engines read this profile 1 times
Claude
#7,693 of 2,784,949 in Technology for AI visibility
7.9
/10
AEO Score
About Get Started with DDEV
from our crawl and measurement
Get Started with DDEV describes itself simply: "Do local website development on your computer or in the cloud with DDEV." Measured against the twelve signals AI engines rely on, it scores 7.9 out of 10, a strong showing.
On its own pages the site does well on a clear heading structure, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. What holds it back is a clearly stated business identity, structured data describing the business and credibility markers like credentials or reviews.
Off the page, other sites link to it, the domain reads as established, AI engines recognise it as a distinct business, it turns up in press coverage, people discuss it in places AI engines read and it comes up on Reddit.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
4
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
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
10
Recognized in AI knowledge graphs.
News Mentions
7
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 7.9/10, Get Started with DDEV has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Get Started with DDEV
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?
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ddev-readthedocs-io
Cite this score: Engagemii (2026). "AEO Score for Get Started with DDEV." Retrieved from https://engagemii.com/aeo/brands/ddev-readthedocs-io
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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