AI Visibility Scorecard
bmadcode.com · Professional Services
Borderline visible. AI bots can crawl BMad Code, 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 1 times
Claude
#476,820 of 528,794 in Professional Services for AI visibility
4
4
AEO Visibility
iNear-invisible · 3.5/10
-
Network Authority
iNot connected yet
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
8
AI Adoption
iBasic · 8/100
Public companies in Professional Services have about 1 business relationship on record.
You have none on record yet.
from our crawl and measurement
"BMad Code is the home of the BMad Method, the Breakthrough Method for Agile AI-Driven Development and the open-source framework for the AI-SDLC: a defined process that AI-assisted delivery." That is how BMad Code introduces itself. When AI engines look at it, they find little to work with. It scores 3.5 out of 10.
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).
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
Weak
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
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
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 3.5/10, BMad Code is crawlable but under-signaled - fixable, and the signals above are where to start.
Running this across teams?
Tell us what you are trying to do and who has to sign off on it. Advisory, enablement and the operating model around the method are what we do beyond the open-source framework.NameWork emailOrganizationWhat are you trying to do?SendGoes to a person, not a sequence.
Is this your brand?
The exact fixes for BMad Code
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When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Scored by Engagemii on October 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/bmadcode
Cite this score: Engagemii (2026). "AEO Score for BMad Code." Retrieved from https://engagemii.com/aeo/brands/bmadcode
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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