▲ 2.2 since Jun 2026
#14,674 OF 2,686,050 IN TECHNOLOGY
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AI Visibility Scorecard
Official MapQuest
mapquest.com · Technology
Well-positioned for AI search. The breakdown below shows where Official MapQuest is still leaving points on the table.
AI engines read this profile 26 times
Meta AI · ChatGPT · Apple Intelligence · Claude
#14,674 of 2,686,050 in Technology for AI visibility
7
AEO Visibility
iVisible · 7.2/10
25
Muse Index Score
iAI agent readiness
Agent-ready · 25/100
0
AI Adoption
iNone detected · 0/100
About Official MapQuest
from our crawl and measurement
Official MapQuest is a Marina Del Rey, CA business whose own site puts it this way: "Official MapQuest website, find driving directions, maps, live traffic updates and road conditions. Find nearby businesses, restaurants and hotels. Explore!." To AI engines like ChatGPT and Perplexity it is one of the more visible businesses we measure, scoring 7.2 out of 10.
Our crawl found structured data on the page (Organization, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 7 times in our tracking, including OAI-SearchBot (OpenAI), ClaudeBot (Anthropic) and GPTBot (ChatGPT).
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
9
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
4
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
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 Authority
7
Established authority for your domain.
Reference Presence
10
Recognized in AI knowledge graphs.
News & Press
7
Press and news coverage.
Community
7
Forum and community discussion.
Social Mentions
7
Social discussion and mentions.
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 7.2/10, Official 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 Official MapQuest
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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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mapquest
Cite this score: Engagemii (2026). "AEO Score for Official MapQuest." Retrieved from https://engagemii.com/aeo/brands/mapquest
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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