AI Visibility Scorecard
Molly Kinder
mollykinder2.substack.com · Membership Organizations
Borderline visible. AI bots can crawl Molly Kinder, 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 1 times
Claude
#5,702 of 93,994 in Membership Organizations for AI visibility
61
AI Naming Predictability
iRarely named · 61/100
Membership Organizations average 9
Top 3% of Membership Organizations
See what's behind this score →5
AEO Visibility
iBorderline · 4.6/10
Membership Organizations average 4.1
See what's behind this score →-
Network Authority
iNot connected yet
Membership Organizations average 0.0
0 relationships · Average 3
See what's behind this score →5
Muse Index Score
iAI agent readiness
Basic · 5/100
Membership Organizations average 12
See what's behind this score →0
About Molly Kinder
from our crawl and measurement
"Building something new to address AI's impact on work. Most recently, Senior Fellow at Brookings. Click to read Molly Kinder, a Substack with thousands of subscribers." That is how Molly Kinder introduces itself. When AI engines look at it, they find little to work with. It scores 4.6 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.
- Company ·
- Molly Kinder
- Website ·
- mollykinder2.substack.com
- Industry ·
- Membership Organizations
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Aug 10, 2026
The 6 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
Fair
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
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
Weak
No social discussion found yet.
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 4.6/10, Molly Kinder is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Molly Kinder
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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 August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mollykinder2-substack
Cite this score: Engagemii (2026). "AEO Score for Molly Kinder." Retrieved from https://engagemii.com/aeo/brands/mollykinder2-substack
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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