AI VISIBILITY SCOREAS OF 2026-08-02 · ENGAGEMII INDEX
5.4/ 10

#48,621 OF 364,309 IN AUTOMOTIVE

SCORED BY THE SAME PIPELINE AS 54M+ COMPANIES · SIX ON-PAGE SIGNALS + OFF-PAGE AUTHORITYCHECK ANOTHER SITE →THE INDEX →

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AI Visibility Scorecard

Truck & Equipment Specialists LLC

Truck & Equipment Specialists LLC

Unclaimed

tesphx.com · Automotive

Somewhat visible. AI bots can read Truck & Equipment Specialists LLC, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 60 times

Meta AI · Claude · Apple Intelligence

#48,621 of 364,309 in Automotive for AI visibility

5

AEO Visibility

i

Borderline · 5.4/10

70

Muse Index Score

i

AI agent readiness

Agent-ready · 70/100

0

AI Adoption

i

None detected · 0/100

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About Truck & Equipment Specialists LLC

from our crawl and measurement

"Phoenix's Ford 6.7L Power Stroke repair experts. CP4 fuel systems, injectors, turbos, emissions service, transmissions, and full diesel repair, plus heavy equipment and fleet maintenance." That is how Truck & Equipment Specialists LLC of Phoenix, AZ introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.4 out of 10, readable in places and missing in others.

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

AI crawlers have visited 5 times in our tracking, including ClaudeBot (Anthropic), Meta AI and Applebot (Siri).

Industry · Automotive
Last scored · Aug 2, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Strong

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

Good

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 5.4/10, Truck & Equipment Specialists LLC has a working base to build on - fixable, and the signals above are where to start.

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Picked for Truck & Equipment Specialists LLC: 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 2, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Truck & Equipment Specialists LLC." Retrieved from https://engagemii.com/aeo/brands/tesphx

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

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