AI Visibility Scorecard
Five things on Friday • Buttondown
fivethingsonfriday.com · Media & Entertainment
Somewhat visible. AI bots can read Five things on Friday • Buttondown, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 7 times
Claude
#425,482 of 1,966,247 in Media & Entertainment for AI visibility
5
AEO Visibility
iBorderline · 5.3/10
20
Muse Index Score
iAI agent readiness
Basic · 20/100
0
AI Adoption
iNone detected · 0/100
About Five things on Friday • Buttondown
from our crawl and measurement
Five things on Friday • Buttondown describes itself simply: "<!-- buttondown-editor-mode: fancy --><p>Established in 2011, <a target=_blank rel=noopener noreferrer nofollow href=https://www.fivethingsonfriday.com/archive/>Five things on." Its AI visibility score is 5.3 out of 10: the engines can find it, but they do not have much to hold on to.
Under the hood there is structured data on the page (WebSite), but the score is capped by what is missing: an llms.txt file, a sitemap, a heading structure that lays out what it offers.
Our monitoring has logged one AI crawler visit here: the engines come, the question is what they find.
The 6 signals AI reads
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
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
Weak
No social discussion found yet.
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 5.3/10, Five things on Friday • Buttondown has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Five things on Friday • Buttondown
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/fivethingsonfriday
Cite this score: Engagemii (2026). "AEO Score for Five things on Friday • Buttondown." Retrieved from https://engagemii.com/aeo/brands/fivethingsonfriday
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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