AI VISIBILITY SCOREAS OF 2026-07-31 · ENGAGEMII INDEX

5.3/ 10

#241,366 OF 1,352,817 IN HOME & LIVING

SCORE HISTORY BEGINS 2026-07-26

SCORED BY THE SAME PIPELINE AS 54M+ COMPANIES · SIX ON-PAGE SIGNALS + OFF-PAGE AUTHORITYCHECK ANOTHER SITE →THE INDEX →

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AI Visibility Scorecard

map stack stack

Name: map stack stack - AI Visibility Score
Creator: Engagemii
Published: 2026-07-31T04:26:40.818Z
License: https://creativecommons.org/licenses/by/4.0/

Unclaimed

mapstack.stamen.com · Home & Living

Somewhat visible. AI bots can read map stack stack, but it is missing the structured signals that push citation rate above competitors.

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AI engines read this profile 1 times

Claude

#241,366 of 1,352,817 in Home & Living for AI visibility

AEO Visibility

Borderline · 5.3/10

Muse Index Score

AI agent readiness

Not agent-ready · 0/100

AI Adoption

None detected · 0/100

About map stack stack

from our crawl and measurement

"map stack stack Visualizing Map Stack's usage back to 2013." That is how map stack stack introduces itself. When AI engines look at it, they find little to work with. It scores 4.3 out of 10.

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 once in our tracking, including ClaudeBot (Anthropic).

Industry · Home & Living

Last scored · Jul 31, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Clear headings and answer-style content.

Entity Clarity

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Experience, Expertise, Authority, Trust markers.

Technical AEO

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

AI Discoverability

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

Inbound links from other sites.

Domain Authority

Established authority for your domain.

Reference Presence

Recognized in AI knowledge graphs.

News & Press

No press coverage found yet.

Community

Forum and community discussion.

Social Mentions

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 5.3/10, map stack stack has a working base to build on - fixable, and the signals above are where to start.

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From the blog

Which AI is actually reading your website?→Why your brand doesn't show up in ChatGPT answers→The complete AEO checklist for small business→What is AEO? The beginner's guide→See all posts→

Picked for map stack stack: 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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Free signup unlocks the full article plus your personalized AEO fix list for map stack stack.

Source & Attribution

Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/mapstack-stamen

Cite this score: Engagemii (2026). "AEO Score for map stack stack." Retrieved from https://engagemii.com/aeo/brands/mapstack-stamen

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