AI Visibility Scorecard
The Developer Marketing Guide
devmarketingguide.com · Technology
Somewhat visible. AI bots can read The Developer Marketing Guide, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 5 times
Claude · Meta AI · ChatGPT
#181,334 of 2,705,025 in Technology for AI visibility
6
AEO Visibility
iBorderline · 5.9/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About The Developer Marketing Guide
from our crawl and measurement
The Developer Marketing Guide is a business whose own site puts it this way: "In this Developer Marketing Guide learn about essential developer content types, distribution plans, community projects, tools, services, and more." Its AI visibility score is 5.9 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Good
Forum and community discussion.
Social Mentions
Weak
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 5.9/10, The Developer Marketing Guide has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
First things first: Who are you talking to?
Building effective content isn't the easiest thing in the world, but it's nearly impossible if you don't know who your target audience is.
Fancy a blog?
A blog is a good idea if you know you will be able to maintain it. “You could post once a month,” Morrill says. “Just post.” Content can range from contests to documentation where you can describe the product. “A great product is great marketing.” These documentation pages may be the most visited on your site.
Is this your brand?
The exact fixes for The Developer Marketing Guide
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 The Developer Marketing Guide.
Source & Attribution
Scored by Engagemii on August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/devmarketingguide
Cite this score: Engagemii (2026). "AEO Score for The Developer Marketing Guide." Retrieved from https://engagemii.com/aeo/brands/devmarketingguide
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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