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AI Visibility Scorecard
msgswrapped.com · Technology
At 1.9/10, Messages Wrapped is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
#2,751,488 of 2,812,091 in Technology for AI visibility
1.9
/10
AEO Score
from our crawl and measurement
Messages Wrapped describes itself simply: "See who you texted most, who left you on read, your most-used emojis, and more. 100% private, runs entirely on your Mac." As far as answer engines are concerned it may as well not exist yet: 1.9 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.
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
3
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
3
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions found yet.
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 1.9/10, Messages Wrapped is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Messages Wrapped
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Tech buyers are the most research-intensive shoppers on the internet.
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Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/msgswrapped
Cite this score: Engagemii (2026). "AEO Score for Messages Wrapped." Retrieved from https://engagemii.com/aeo/brands/msgswrapped
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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