AI Visibility Scorecard
AI PM Framework
aipmframework.com · Technology
Somewhat visible. AI bots can read AI PM Framework, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 7 times
Meta AI · Claude · Apple Intelligence · Amazon Alexa
#667,361 of 2,707,397 in Technology for AI visibility
5
AEO Visibility
iBorderline · 5.2/10
50
Muse Index Score
iAI agent readiness
Transactable · 50/100
12
AI Adoption
iBasic · 12/100
About AI PM Framework
from our crawl and measurement
AI PM Framework is a business whose own site puts it this way: "Open-source AI Product Manager evaluation framework with automated resume analysis using GPT-5, Claude Sonnet 4.5, and Gemini 2.5 Pro. 6-pillar assessment framework for hiring AI PMs." Its AI visibility score is 5.2 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (SoftwareApplication) and a readable heading structure. It is missing 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
Fair
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
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 5.2/10, AI PM Framework has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
How to use this framework?
Integrate the evaluation system into your existing hiring process.
Is this your brand?
The exact fixes for AI PM Framework
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 AI PM Framework.
Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/aipmframework
Cite this score: Engagemii (2026). "AEO Score for AI PM Framework." Retrieved from https://engagemii.com/aeo/brands/aipmframework
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform