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AI Visibility Scorecard
Introduction ๐
docs.dev.to ยท Technology
Well-positioned for AI search. The breakdown below shows where Introduction ๐ is still leaving points on the table.
AI engines read this profile 2 times
Claude ยท Meta AI
#14,938 of 2,608,598 in Technology for AI visibility
7.2
/10
AEO Score
About Introduction ๐
from our crawl and measurement
Introduction ๐ describes itself simply: "Weโre currently making rapid changes to the product so our docs may be out of date. If you need help, please email [email protected]." Measured against the twelve signals AI engines rely on, it scores 7.2 out of 10, a strong showing.
Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.
The 6 signals AI reads
Higher is better ยท 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
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
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
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
10
Inbound links from other sites.
Domain Trust
6
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
6
Press and news coverage.
Community
9
Forum and community discussion.
8
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, Introduction ๐ has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Introduction ๐
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/docs-dev-to
Cite this score: Engagemii (2026). "AEO Score for Introduction ๐." Retrieved from https://engagemii.com/aeo/brands/docs-dev-to
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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