AI Visibility Scorecard
How To Muse
howtomuse.com · Education
Borderline visible. AI bots can crawl How To Muse, 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.
AI engines read this profile 13 times
Meta AI · Claude · Apple Intelligence · ShapBot
#111,932 of 937,603 in Education for AI visibility
<1
4
AEO Visibility
iBorderline · 4.2/10
43
Muse Index Score
iAI agent readiness
Agent-ready · 43/100
0
AI Adoption
iNone detected · 0/100
About How To Muse
from our crawl and measurement
How To Muse, based in Wilmington, DE, describes itself simply: "Muse is building the private tutor robot for ages 9, 14: it sees real homework, talks learners through it, and projects guidance onto the page." When AI engines look at it, they find little to work with. It scores 4.2 out of 10.
Our crawl found structured data on the page (Organization, Product), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 13 times in our tracking, including ClaudeBot (Anthropic), Applebot (Siri) and Meta AI.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Strong
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Strong
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
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 4.2/10, How To Muse is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Will you make dreams come true?Will you make dreams come true?
Reserve now$2 today · fully refundable · priority access · 40% off the launch pricePause auto-scroll01/04ScrollReserve now$2 · fully refundableMuseContact [email protected]·+1 940 623 6276ShopReserve MuseWhat's includedReservation detailsInfoPrivacy policyCookie policyReservation termsRefunds and cancellationReservation detailsAccessibilityCookie choicesFollow© 2026 Rosewood Systems Inc. All rights reserved.
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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 How To Muse.
Source & Attribution
Scored by Engagemii on October 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/howtomuse
Cite this score: Engagemii (2026). "AEO Score for How To Muse." Retrieved from https://engagemii.com/aeo/brands/howtomuse
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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