AI Visibility Scorecard
RefundAuto — Find Your Unused Auto Protection Refunds
refundauto.com · Automotive
Somewhat visible. AI bots can read RefundAuto — Find Your Unused Auto Protection Refunds, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Claude · Apple Intelligence
#66,658 of 365,655 in Automotive for AI visibility
12
AI Naming Predictability
iRarely named · 12/100
5
AEO Visibility
iBorderline · 5.3/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About RefundAuto — Find Your Unused Auto Protection Refunds
from our crawl and measurement
RefundAuto — Find Your Unused Auto Protection Refunds describes itself simply: "Drivers who trade in, refinance, or pay off vehicles early are often owed money from unused warranty, GAP, and dealer protection products. Find out what you're owed in minutes." Its AI visibility score is 5.3 out of 10: the engines can find it, but they do not have much to hold on to.
The gap is on the page itself: the site is missing structured data describing the business, an llms.txt file, a sitemap, which are the first things an answer engine looks for.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
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
Strong
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 5.3/10, RefundAuto — Find Your Unused Auto Protection Refunds has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for RefundAuto — Find Your Unused Auto Protection Refunds
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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/refundauto
Cite this score: Engagemii (2026). "AEO Score for RefundAuto — Find Your Unused Auto Protection Refunds." Retrieved from https://engagemii.com/aeo/brands/refundauto
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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