AI Visibility Scorecard
bulldevs
bulldevs.com · Other
Borderline visible. AI bots can crawl bulldevs, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
5
AEO Visibility
iBorderline · 4.5/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
8
AI Adoption
iBasic · 8/100
About bulldevs
from our crawl and measurement
bulldevs describes itself simply: "Essays on cognition, AI, and the architecture of thought, from the neuroscience of why AI cannot replace humans to the pipeline that produced senior engineers." When AI engines look at it, they find little to work with. It scores 4.5 out of 10.
Our crawl found structured data on the page (WebSite, Person), an llms.txt file for AI models and a readable heading structure. It is missing a sitemap.
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
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
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.
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 4.5/10, bulldevs is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
How to Train Junior Engineers When the Shortcut Machine Is Always On?
The gap between a senior and a junior is not years or syntax. It is a mental model — the connected understanding that lets you reason in contexts you have never seen. You do not build it with a checklist. You build it by constructing systems and by witnessing a senior reason out loud. In an age where seniors reason alongside AI, their transcripts are the apprenticeship artifact we have always lacked.Jun 29, 2026·AI
Is this your brand?
The exact fixes for bulldevs
Which AI engines already crawl you
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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 bulldevs.
Source & Attribution
Scored by Engagemii on October 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/bulldevs
Cite this score: Engagemii (2026). "AEO Score for bulldevs." Retrieved from https://engagemii.com/aeo/brands/bulldevs
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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