AI Visibility Scorecard
Explaining Software Design • Buttondown
explaining.software · Technology
Borderline visible. AI bots can crawl Explaining Software Design • Buttondown, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 2 times
Claude
#1,604,556 of 2,707,091 in Technology for AI visibility
22
AI Naming Predictability
iNamed occasionally · 22/100
More likely to be named than 95% of Technology companies
4
AEO Visibility
iNear-invisible · 3.7/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
About Explaining Software Design • Buttondown
from our crawl and measurement
Explaining Software Design • Buttondown is a business whose own site puts it this way: "<!-- buttondown-editor-mode: plaintext --><h3 style=text-align:center;>by <a href=https://ideolalia.com/>Zach Tellman</a></h3> For the past few years, I've been working on a book about." When AI engines look at it, they find little to work with. It scores 3.7 out of 10.
Our crawl found structured data on the page (WebSite), a sitemap. It also found the gaps that keep answer engines guessing: an llms.txt file, 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
Weak
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
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
Good
Forum and community discussion.
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 3.7/10, Explaining Software Design • Buttondown is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Explaining Software Design • 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 September 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/explaining-software
Cite this score: Engagemii (2026). "AEO Score for Explaining Software Design • Buttondown." Retrieved from https://engagemii.com/aeo/brands/explaining-software
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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