AI Visibility Scorecard
The Full Stack PM
fullstackpm.com · Technology
Somewhat visible. AI bots can read The Full Stack PM, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 5 times
Meta AI · Claude
#181,413 of 2,705,606 in Technology for AI visibility
6
AEO Visibility
iBorderline · 5.9/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
4
AI Adoption
iBasic · 4/100
About The Full Stack PM
from our crawl and measurement
"Resources and training for Product Managers who want to build with AI tools like Claude Code and Cursor." That is how The Full Stack PM introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.9 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Organization, WebSite), an llms.txt file for AI models 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
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
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
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Fair
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
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 5.9/10, The Full Stack PM has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
What's a Full Stack PM?
A Product Manager who can do it all: strategy, execution, AND building with AI tools.StrategyKnow what to build and why. AI fluency helps you spot opportunities others miss.ExecutionMove faster. Prototype ideas before writing specs. Validate assumptions without waiting for eng.BuildingMake things—automations, prototypes, internal tools. Real leverage for you and your team.The Full Stack PMFor PMs who actually build.
Is this your brand?
The exact fixes for The Full Stack PM
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 Full Stack PM.
Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/fullstackpm
Cite this score: Engagemii (2026). "AEO Score for The Full Stack PM." Retrieved from https://engagemii.com/aeo/brands/fullstackpm
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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