50% off the $29 audit or $99 Fix-It Kit. Use at checkout:
⚡ This is your brand? Claim your page FREE and bring it to life on AI search.
Merlin's Notebook
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. Two-thirds of websites are invisible to them. Merlin's Notebook just got measured.
4/10 means Merlin's Notebook is borderline visible. AI bots can crawl your site but your structured-data signals are thin. You are at risk of being skipped when buyers ask AI for a recommendation.
About Merlin's Notebook
MeHomeOutreachResearchStudent SupervisionTalksTeaching at USP Merlin's Notebook A blog by Benjamin Merlin Bumpus Brasilian Category Theory: Website Launch This is a quick post for all of my non-Brasilian colleagues who are interested in learning about the research community here.
Key Topics
Details
Industry: Education
bmbumpus.comAI Visibility Breakdown
1
Structured Data
6
Content Structure
5
Entity Clarity
5
E-E-A-T Signals
6
Technical AEO
2
AI Discoverability
Is this your brand?
Claim free. You'll see:
Your full 6-category score breakdown
Exact fixes: robots.txt, schema, llms.txt
AI bot crawls from ChatGPT, Claude, Perplexity, Gemini
Personal 50% off code at checkout
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 Merlin's Notebook.
Source & Attribution
Scored by Engagemii on June 28, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/bmbumpus
Cite this score: Engagemii (2026). "AEO Score for Merlin's Notebook." Retrieved from https://engagemii.com/aeo/brands/bmbumpus
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - AI Brand Discovery and AEO Platform