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AI Visibility Scorecard
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
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).
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.
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.
7
Reddit mentions and discussion.
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
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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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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