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AI Visibility Scorecard

Auto Cafe

Auto Cafe

Unclaimed

autocafenh.com · Food & Beverage

At 2.9/10, Auto Cafe is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.

AI engines read this profile 3 times

Claude · Amazon Alexa · Meta AI

#1,137,182 of 1,359,511 in Food & Beverage for AI visibility

2.9

/10

AEO Score

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About Auto Cafe

from our crawl and measurement

Auto Cafe works in Food & Beverage, based in Tilton, New Hampshire. To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.9 out of 10.

Our crawl found structured data on the page (LocalBusiness) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.

AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and AmazonBot (Alexa AI).

Industry · Food & Beverage
Last scored · Aug 10, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

6

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

5

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

5

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

AI Discoverability

2

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 2.9/10, Auto Cafe is crawlable but under-signaled - fixable, and the signals above are where to start.

Is this your brand?

The exact fixes for Auto Cafe

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Auto Cafe: AEO & AI Search

Why your brand doesn't show up in ChatGPT answers (and how to fix it)

ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.

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Source & Attribution

Scored by Engagemii on August 10, 2026. Methodology: engagemii.com/aeo/methodology

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

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

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

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