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AI Visibility Scorecard

Hello MapQuest

Hello MapQuest

Unclaimed

hello.mapquest.com · Legal

Well-positioned for AI search. The breakdown below shows where Hello MapQuest is still leaving points on the table.

AI engines read this profile 2 times

Claude · Amazon Alexa

#212 of 338,801 in Legal for AI visibility

7.1

/10

AEO Score

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About Hello MapQuest

from our crawl and measurement

"Experience the new MapQuest. Improved features and design to help you get from Point A to Point B, and maybe the occasional Z." That is how Hello MapQuest introduces itself. Measured against the twelve signals AI engines rely on, it scores 7.1 out of 10, a strong showing.

Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.

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

Industry · Legal
Last scored · Aug 1, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

2

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

6

Clear headings and answer-style content.

Entity Clarity

3

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

5

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

10

Inbound links from other sites.

Domain Trust

7

Established authority for your domain.

Entity Presence

10

Recognized in AI knowledge graphs.

News Mentions

6

Press and news coverage.

Community

7

Forum and community discussion.

Reddit

7

Reddit mentions and discussion.

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 7.1/10, Hello MapQuest has a working base to build on - fixable, and the signals above are where to start.

Is this your brand?

The exact fixes for Hello MapQuest

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Hello MapQuest: AEO & AI Search

The AEO Checklist Every Small Business Owner Needs Right Now

Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.

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Source & Attribution

Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/hello-mapquest

Cite this score: Engagemii (2026). "AEO Score for Hello MapQuest." Retrieved from https://engagemii.com/aeo/brands/hello-mapquest

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

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