AI Visibility Scorecard
The MVP Experiment Canvas - by Bram Kanstein
themvpcanvas.com · Technology
Somewhat visible. AI bots can read The MVP Experiment Canvas - by Bram Kanstein, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 6 times
Claude · Meta AI · Apple Intelligence
#464,480 of 2,705,712 in Technology for AI visibility
5
AEO Visibility
iBorderline · 5.4/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
?
AI Adoption
iNone detected · -/100
About The MVP Experiment Canvas - by Bram Kanstein
from themvpcanvas.com
The MVP Experiment Canvas
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
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
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 5.4/10, The MVP Experiment Canvas - by Bram Kanstein has a working base to build on - fixable, and the signals above are where to start.
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Source & Attribution
Scored by Engagemii on June 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/themvpcanvas
Cite this score: Engagemii (2026). "AEO Score for The MVP Experiment Canvas - by Bram Kanstein." Retrieved from https://engagemii.com/aeo/brands/themvpcanvas
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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