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AI Visibility Scorecard

CarWorthIt

CarWorthIt

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carworthit.com · Technology

Borderline visible. AI bots can crawl CarWorthIt, 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 3 times

Claude · Apple Intelligence · Meta AI

#920,838 of 2,661,053 in Technology for AI visibility

5

AEO Visibility

i

Borderline · 4.9/10

80

Muse Index Score

i

AI agent readiness

Transactable · 80/100

0

AI Adoption

i

None detected · 0/100

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About CarWorthIt

from our crawl and measurement

"Run any US car by its VIN and get the title history, salvage/theft checks, real mileage, recalls, running costs and what it should cost to own, the essential checks Carfax charges $44.99." That is how CarWorthIt introduces itself. When AI engines look at it, they find little to work with. It scores 4.9 out of 10.

On its own pages the site does well on structured data describing the business, a clear heading structure and crawler access and the files AI engines look for. It is passable on a partly stated business identity and partial sitemap and link coverage. What holds it back is credibility markers like credentials or reviews.

Off the page there is only faint evidence that only a handful of sites link to it. Beyond that, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). The site links to no social profiles, so there is nothing tying the brand to a wider presence.

Industry · Technology
Last scored · Aug 1, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

9

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

10

Clear headings and answer-style content.

Entity Clarity

5

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

3

Experience, Expertise, Authority, Trust markers.

Technical AEO

10

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

6

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

1

Inbound links from other sites.

Domain Authority

0

Little domain authority yet.

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 4.9/10, CarWorthIt is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for CarWorthIt: How-To

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/carworthit

Cite this score: Engagemii (2026). "AEO Score for CarWorthIt." Retrieved from https://engagemii.com/aeo/brands/carworthit

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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