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AI Visibility Scorecard

Solid Motorworks

Solid Motorworks

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solidautoworks.com · Food & Beverage

Borderline visible. AI bots can crawl Solid Motorworks, 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 2 times

Claude · ChatGPT

#816,282 of 1,354,826 in Food & Beverage for AI visibility

3.9

/10

AEO Score

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About Solid Motorworks

from our crawl and measurement

Solid Motorworks is a business whose own site puts it this way: "<p>Customs and Performance</p><p>Service | Repair | Fabrication | Parts | Tire Mounting & Balancing</p><p>M-F 10am to 6pm</p>." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.9 out of 10.

On the page itself the strengths are clear: a clearly stated business identity. It is passable on some structured data. What holds it back is sitemaps and entity links AI can follow, a heading structure that lays out what it offers, credibility markers like credentials or reviews and the technical files AI engines look for, such as llms.txt or an open robots.txt.

Away from its own site, other 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. Those are earned elsewhere on the web, not fixed on the site itself.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). There is not much on the page to read either, about 31 words.

Industry · Food & Beverage
Last scored · Aug 8, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

5

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

0

Clear headings and answer-style content.

Entity Clarity

8

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

0

Experience, Expertise, Authority, Trust markers.

Technical AEO

2

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

AI Discoverability

4

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

8

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 3.9/10, Solid Motorworks is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for Solid Motorworks

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Solid Motorworks: 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 8, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/solidautoworks

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

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

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