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AI Visibility Scorecard
How Not to Suck at Money
hntsam.com · Education
Borderline visible. AI bots can crawl How Not to Suck at Money, 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 6 times
ChatGPT · Claude · Apple Intelligence · Meta AI
#518,421 of 877,228 in Education for AI visibility
4.4
/10
AEO Score
About How Not to Suck at Money
from our crawl and measurement
How Not to Suck at Money describes itself simply: "Learn more about important life lessons including budgeting, building credit, and investing. Sign-up to play the official financial education game of the NCAA®." When AI engines look at it, they find little to work with. It scores 4.4 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 5 times in our tracking, including GPTBot (ChatGPT), ClaudeBot (Anthropic) and Applebot (Siri).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
0
Clear headings and answer-style content.
Entity Clarity
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
2
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Authority
4
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 4.4/10, How Not to Suck at Money is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for How Not to Suck at Money
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 Not to Suck at Money.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/hntsam
Cite this score: Engagemii (2026). "AEO Score for How Not to Suck at Money." Retrieved from https://engagemii.com/aeo/brands/hntsam
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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