AI Visibility Scorecard
theunsentproject.com · Other
Somewhat visible. AI bots can read Unsent Project Archive, but it is missing signals that would get it named ahead of competitors.
AI engines read this profile 8 times
Meta AI · Claude · Apple Intelligence · ShapBot
78
AI Naming Predictability
iNamed occasionally · 78/100
Average 15
Top 1% of Other
See what's behind this score →5
-
Network Authority
iNot connected yet
Average 0.0
0 relationships · Average 3
See what's behind this score →0
0
from our crawl and measurement
"The Unsent Project is a collection of unsent text messages to first loves. Search for your name or read submissions in the archive." That is how Unsent Project Archive of Reno, NV introduces itself. Its AI visibility score is 5.2 out of 10: the engines can find it, but they do not have much to hold on to.
The page falls short on a heading structure that lays out what it offers, a clearly stated business identity, the technical files AI engines look for, such as llms.txt or an open robots.txt, sitemaps and entity links AI can follow, structured data describing the business and credibility markers like credentials or reviews.
Off the page, other sites link to it and it comes up on Reddit. There is some, but not much, sign that the domain is only lightly established and there is little discussion of it. Beyond that, AI engines do not yet recognise it as a distinct business and there is no press coverage to draw on.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). There is not much on the page to read either, about 55 words.
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Fair
Social discussion and mentions.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 5.2/10, Unsent Project Archive has a working base to build on - fixable, and the signals above are where to start.
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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.
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Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/theunsentproject
Cite this score: Engagemii (2026). "AEO Score for Unsent Project Archive." Retrieved from https://engagemii.com/aeo/brands/theunsentproject
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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