AI Visibility Scorecard
Honest Math
honestmath.com · Finance & Insurance
Borderline visible. AI bots can crawl Honest Math, 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 · ChatGPT · Apple Intelligence
#40,785 of 792,096 in Finance & Insurance for AI visibility
<1
5
AEO Visibility
iBorderline · 4.6/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Honest Math
from our crawl and measurement
Honest Math describes itself simply: "Honest, powerful and affordable financial planning software for everybody. Retirement calculator, portfolio analysis, Monte Carlo simulation, and unbiased personal finance insights." When AI engines look at it, they find little to work with. It scores 4.6 out of 10.
Our crawl found structured data on the page (WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and GPTBot (ChatGPT).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
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
Good
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
Fair
Forum and community discussion.
Social Mentions
Fair
Social discussion and mentions.
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 4.6/10, Honest Math is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
In an industry focused on selling products instead of providing advice, who can you trust?
You.Our vision of the future requires giving people direct access to professional-grade financial planning software. If you’re less reliant on pros for sophisticated tools, then you’re also less vulnerable to industry salesmanship that often does more harm than good.
Is this your brand?
The exact fixes for Honest Math
Which AI engines already crawl you
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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/honestmath
Cite this score: Engagemii (2026). "AEO Score for Honest Math." Retrieved from https://engagemii.com/aeo/brands/honestmath
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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