AI Visibility Scorecard
Bits in Bio
bitsinbio.substack.com · Technology
Borderline visible. AI bots can crawl Bits in Bio, 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
#630,587 of 2,704,127 in Technology for AI visibility
55
AI Naming Predictability
iRarely named · 55/100
Technology average 28
Top 12% of Technology
See what's behind this score →4.5
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →5
0
About Bits in Bio
from our crawl and measurement
"The community building software for science -- learn more at bitsinbio.org Join us on Slack here: https://join.slack.com/t/bitsinbio/shared_invite/zt-24hodpzfq-dvc_6RVgZsRuqCGI46ng~g." That is how Bits in Bio introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.5 out of 10.
Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
- Company ·
- Bits in Bio
- Website ·
- bitsinbio.substack.com
- Industry ·
- Technology
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Oct 2, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
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
Weak
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Strong
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Strong
Press and news coverage.
Community
Strong
Forum and community discussion.
Social Mentions
Strong
Social discussion and mentions.
What this score means
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 4.5/10, Bits in Bio is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Bits in Bio
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
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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Source & Attribution
Scored by Engagemii on October 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/bitsinbio-substack
Cite this score: Engagemii (2026). "AEO Score for Bits in Bio." Retrieved from https://engagemii.com/aeo/brands/bitsinbio-substack
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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