AI Visibility Scorecard
Windows
messengertool.com · Technology
At 3.8/10, Windows is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Backlinks, Domain Trust and Entity Presence. That is fixable, and the signals below show where to start.
AI engines read this profile 3 times
Claude
27
AI Naming Predictability
iRarely named · 27/100
Technology average 28
Top 36% of Technology
See what's behind this score →3.8
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →15
Muse Index Score
iAI agent readiness
Basic · 15/100
Technology average 17
See what's behind this score →0
About Windows
from our crawl and measurement
Windows describes itself simply: "Windows brings your worlds together with the latest version of Windows OS. Learn how AI-powered features in Windows 11 give you more ways to work, play and create." When AI engines look at it, they find little to work with. It scores 3.8 out of 10.
The gap is on the page itself: the site is missing structured data describing the business, an llms.txt file, a sitemap, which are the first things an answer engine looks for.
- Company ·
- Windows
- Website ·
- messengertool.com
- Industry ·
- Technology
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Nov 5, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
What this score means
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 3.8/10, Windows is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
What is local AI on Windows?
How do I download Windows 11?Screens simulated. Features and app availability may vary by region and market.[*]Unless Microsoft is listed as the retailer, clicking a third-party retailer link will take you to an external website, whose privacy policy, terms and conditions will apply. Microsoft is not responsible for the privacy policy, content, or accuracy of external websites.
How do I download Windows 11?
Screens simulated. Features and app availability may vary by region and market.[*]Unless Microsoft is listed as the retailer, clicking a third-party retailer link will take you to an external website, whose privacy policy, terms and conditions will apply. Microsoft is not responsible for the privacy policy, content, or accuracy of external websites. All specifications are subject to change without notice.
Is this your brand?
The exact fixes for Windows
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for Windows.
Source & Attribution
Scored by Engagemii on November 5, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/messengertool
Cite this score: Engagemii (2026). "AEO Score for Windows." Retrieved from https://engagemii.com/aeo/brands/messengertool
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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