AI visibility score
4.1/ 10Fair

#37,223 of 365,618 in Automotive

As of 2026-08-01 · Engagemii indexCheck another site →Live terminal →

AI Visibility Scorecard

RefundAuto — Find Your Unused Auto Protection Refunds

RefundAuto — Find Your Unused Auto Protection Refunds

Unclaimed

refundauto.com · Automotive

Borderline visible. AI bots can crawl RefundAuto — Find Your Unused Auto Protection Refunds, 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 4 times

Claude · Apple Intelligence

#37,223 of 365,618 in Automotive for AI visibility

7

AI Naming Predictability

i

Rarely named · 7/100

Automotive average 5

Top 24% of Automotive

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4.1

AEO Visibility

i

Borderline · 4.1/10

Automotive average 3.9

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-

Network Authority

i

Not connected yet

0 relationships on record. Businesses in Automotive average 5. Claim your page and Engagemii is your first.

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35

Muse Index Score

i

AI agent readiness

Agent-ready · 35/100

Automotive average 16

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0

AI Adoption

i

None detected · 0/100

Automotive average 0

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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." When AI engines look at it, they find little to work with. It scores 4.1 out of 10.

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.

Company ·
RefundAuto — Find Your Unused Auto Protection Refunds
Website ·
refundauto.com
Industry ·
Automotive
Site status ·
Live (The website showed an active business site when last checked (Oct 31, 2026).)
Last scored ·
Aug 1, 2026

The 6 on-page 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.

The 6 off-page signals AI reads

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 read your site and name it in answers. At 4.1/10, RefundAuto — Find Your Unused Auto Protection Refunds is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for RefundAuto — Find Your Unused Auto Protection Refunds

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Picked for RefundAuto — Find Your Unused Auto Protection Refunds: How-To

How to Get Your Company Named by ChatGPT, Gemini, and Claude

When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.

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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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