AI visibility score
5.7/ 10Fair

#90,744 of 738,283 in E-commerce

As of 2026-08-08 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

Coddington Speed Shop

Coddington Speed Shop

Unclaimed

coddingtonspeedshop.com · E-commerce

Somewhat visible. AI bots can read Coddington Speed Shop, but it is missing the structured signals that push citation rate above competitors.

Claim this page freeSee the breakdown

AI engines read this profile 10 times

Meta AI · ShapBot · Claude

#90,744 of 738,283 in E-commerce for AI visibility

6

AEO Visibility

i

Borderline · 5.7/10

50

Muse Index Score

i

AI agent readiness

Transactable · 50/100

0

AI Adoption

i

None detected · 0/100

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About Coddington Speed Shop

from our crawl and measurement

Professional Automotive Performance Products describes itself simply: "Coddington Speed Shop carries professional automotive performance products, JRi street suspension for Mustang, Charger & Challenger, ZyCoat DIY ceramic coatings, HushMat sound deadening." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.7 out of 10, readable in places and missing in others.

Our crawl found structured data on the page (Organization, WebSite), an llms.txt file for AI models and a sitemap.

Industry · E-commerce
Last scored · Aug 8, 2026

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

Strong

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

Strong

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 5.7/10, Coddington Speed Shop has a working base to build on - fixable, and the signals above are where to start.

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From the blog

Which AI is actually reading your website?→Why your brand doesn't show up in ChatGPT answers→The complete AEO checklist for small business→What is AEO? The beginner's guide→See all posts→
Picked for Coddington Speed Shop: 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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Coddington Speed Shop lists 186 products, 186 in stock, priced 4.00 to 9,099.99.

Show all 186 products

Machine-readable copy: the product feed (JSON).

Source & Attribution

Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Coddington Speed Shop." Retrieved from https://engagemii.com/aeo/brands/coddingtonspeedshop

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

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