AI Visibility Scorecard
MathFinder: A New Kind of Puzzle
mathfinder.com · Fashion & Apparel
Borderline visible. AI bots can crawl MathFinder: A New Kind of Puzzle, 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 3 times
Claude · Meta AI
#69,238 of 246,155 in Fashion & Apparel for AI visibility
<1
4
AEO Visibility
iBorderline · 4/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About MathFinder: A New Kind of Puzzle
from our crawl and measurement
MathFinder: A New Kind of Puzzle describes itself simply: "MathFinder: Each Mathfinder book contains a different exciting mystery adventure, featuring you as the star. To move through the story, you solve illustrated Mathfinder puzzles." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
The site is missing structured data describing the business, 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
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
Clear headings and answer-style content.
Entity Clarity
Weak
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
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 4/10, MathFinder: A New Kind of Puzzle is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for MathFinder: A New Kind of Puzzle
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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.
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Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mathfinder
Cite this score: Engagemii (2026). "AEO Score for MathFinder: A New Kind of Puzzle." Retrieved from https://engagemii.com/aeo/brands/mathfinder
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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