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AI Visibility Scorecard

Antoin's Service

Antoin's Service

Unclaimed

antoinesservice.com · Automotive

Somewhat visible. AI bots can read Antoin's Service, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 5 times

Apple Intelligence · Meta AI · Claude

#76,748 of 344,213 in Automotive for AI visibility

5

AEO Visibility

i

Borderline · 5.1/10

30

Muse Index Score

i

AI agent readiness

Basic · 30/100

0

AI Adoption

i

None detected · 0/100

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About Antoin's Service

from our crawl and measurement

"Auto Repair Peabody MA - Antoine's Service is a complete auto repair shop on Lowell St. providing brake repair, tune-ups, engine repair, inspections, and more." That is how Antoin's Service of Peabody, MA introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.1 out of 10, readable in places and missing in others.

Our crawl found structured data on the page (LocalBusiness), a sitemap and a readable heading structure. It is missing an llms.txt file.

AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).

Industry · Automotive
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

6

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

1

Experience, Expertise, Authority, Trust markers.

Technical AEO

6

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

AI Discoverability

5

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

7

Inbound links from other sites.

Domain Authority

1

Established authority for your domain.

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 5.1/10, Antoin's Service has a working base to build on - fixable, and the signals above are where to start.

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Picked for Antoin's Service: 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/antoinesservice

Cite this score: Engagemii (2026). "AEO Score for Antoin's Service." Retrieved from https://engagemii.com/aeo/brands/antoinesservice

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

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