▲ 1.0 since Jul 2026
#1,684,293 OF 2,698,298 IN TECHNOLOGY
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AI Visibility Scorecard
Developer Evangelism
developer-evangelism.com · Technology
Borderline visible. AI bots can crawl Developer Evangelism, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 2 times
Claude
#1,684,293 of 2,698,298 in Technology for AI visibility
4
AEO Visibility
iBorderline · 4.2/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Developer Evangelism
from our crawl and measurement
Developer Evangelism describes itself simply: "This is the original 2009 version of this handbook and quite a few parts are outdated." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
What holds it back is structured data describing the business, an llms.txt file, a sitemap, the first things an answer engine looks for.
AI crawlers have visited the site once in our tracking, so the engines are already looking.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
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
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
4
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
2
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
1
Forum and community discussion.
Social Mentions
0
No social discussion 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 4.2/10, Developer Evangelism is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why do you need developer evangelists?
Every day millions of dollars are wasted in companies because non-tech people and tech people either don't communicate at all or completely miss each other's points. Even more money is then spent on internal promotion of your products or external communication and advertising to get people excited about your new product.
Is this your brand?
The exact fixes for Developer Evangelism
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Developer Evangelism.
Source & Attribution
Scored by Engagemii on August 27, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/developer-evangelism
Cite this score: Engagemii (2026). "AEO Score for Developer Evangelism." Retrieved from https://engagemii.com/aeo/brands/developer-evangelism
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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