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AI Visibility Scorecard
leebutterman.com · Sports & Recreation
Somewhat visible. AI bots can read Little Short Bulletins, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude
#10,727 of 179,910 in Sports & Recreation for AI visibility
6.1
/10
AEO Score
from our crawl and measurement
Little Short Bulletins describes itself simply: "Analyzing hundreds of millions of SSL handshakes Aug 1, 2019 Handshaking the Web: hundreds of millions of SSL connections Feb 22, 2014 Fifth gym day back Jun 1, 2011 Vandalism, second." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.1 out of 10, readable in places and missing in others.
On the page it is passable on basic crawler access. What holds it back is structured data describing the business, a heading structure that lays out what it offers, sitemaps and entity links AI can follow, a clearly stated business identity and credibility markers like credentials or reviews.
Away from its own site, other sites link to it and people discuss it in places AI engines read. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic). The site links to no social profiles, so there is nothing tying the brand to a wider presence.
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
3
Clear headings and answer-style content.
Entity Clarity
2
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Trust
4
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
8
Forum and community discussion.
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 6.1/10, Little Short Bulletins has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Little Short Bulletins
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/leebutterman
Cite this score: Engagemii (2026). "AEO Score for Little Short Bulletins." Retrieved from https://engagemii.com/aeo/brands/leebutterman
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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