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AI Visibility Scorecard

m5stack-store

Name: m5stack-store - AI Visibility Score
Creator: Engagemii
Published: 2026-07-31T18:53:15.669Z
License: https://creativecommons.org/licenses/by/4.0/

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shop.m5stack.com · E-commerce

Somewhat visible. AI bots can read m5stack-store, but it is missing the structured signals that push citation rate above competitors.

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AI engines read this profile 4 times

ChatGPT

#635 of 614,070 in E-commerce for AI visibility

6.9

/10

AEO Score

About m5stack-store

from our crawl and measurement

m5stack-store is a business whose own site puts it this way: "Open-source modular toolkits for IoT devices based on ESP32-updated version of ESP8266. With stackable modules, user-friendly IDE, enabling rapid and high-quality prototyping, STEM." Its AI visibility score is 6.9 out of 10: the engines can find it, but they do not have much to hold on to.

Our crawl found an llms.txt file for AI models and a sitemap. It is missing structured data describing the business and a heading structure that lays out what it offers.

AI crawlers have visited 4 times in our tracking, including GPTBot (ChatGPT).

Industry · E-commerce

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 Trust

Established authority for your domain.

Entity Presence

Not in AI knowledge graphs yet.

News Mentions

Press and news coverage.

Community

Forum and community discussion.

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 6.9/10, m5stack-store has a working base to build on - fixable, and the signals above are where to start.

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Weekly ChatGPT & Claude citation tracking

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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→

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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/shop-m5stack

Cite this score: Engagemii (2026). "AEO Score for m5stack-store." Retrieved from https://engagemii.com/aeo/brands/shop-m5stack

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