AI Visibility Scorecard
campermath.com · Finance & Insurance
At 1.55/10, CamperMath — The Math Dealers Don't Want You to Run is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, Entity Clarity and E-E-A-T Signals. That is fixable, and the signals below show where to start.
AI engines read this profile 3 times
Claude · Apple Intelligence
Top 50% in Finance & Insurance for AI visibility
7
AI Naming Predictability
iRarely named · 7/100
Finance & Insurance average 12
Top 47% of Finance & Insurance
See what's behind this score →1.55
AEO Visibility
iNear-invisible · 1.55/10
Finance & Insurance average 1.3
See what's behind this score →-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Finance & Insurance average 1. Claim your page and Engagemii is your first.
See what's behind this score →0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
Finance & Insurance average 16
See what's behind this score →0
from our crawl and measurement
CamperMath — The Math Dealers Don't Want You to Run is a business whose own site puts it this way: "Free tools that show what an RV really costs and whether your truck can safely tow it, before a dealer gets you in the finance office. No affiliations, no ads." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 1.55 out of 10.
Our crawl found a readable heading structure. It also found the gaps that keep answer engines guessing: structured data describing the business, an llms.txt file, a sitemap.
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
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
Fair
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 1.55/10, CamperMath — The Math Dealers Don't Want You to Run is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Why does this site exist?
Buying an RV is a $20,000–$150,000 decision, and the whole sales process is built on you not running the numbers. CamperMath is the antidote: no manufacturer deals, no dealer ads, no one paying to change what these tools tell you. Just the honest math, in your hands, before you sign.
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/campermath
Cite this score: Engagemii (2026). "AEO Score for CamperMath — The Math Dealers Don't Want You to Run." Retrieved from https://engagemii.com/aeo/brands/campermath
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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