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AI Visibility Scorecard
Outspoken with Dr Naomi Wolf
naomiwolf.substack.com · Other
Somewhat visible. AI bots can read Outspoken with Dr Naomi Wolf, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
6.8
/10
AEO Score
About Outspoken with Dr Naomi Wolf
from our crawl and measurement
Outspoken with Dr Naomi Wolf is a business whose own site puts it this way: "Essays, updates and arguments from an eyewitness to a new dark age, with thoughts on how to keep liberty, justice and human rights alive." Its AI visibility score is 6.8 out of 10: the engines can find it, but they do not have much to hold on to.
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.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
2
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
8
Established authority for your domain.
Reference Presence
10
Recognized in AI knowledge graphs.
News & Press
10
Press and news coverage.
Community
10
Forum and community discussion.
Social Mentions
0
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 6.8/10, Outspoken with Dr Naomi Wolf has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Outspoken with Dr Naomi Wolf
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Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Source & Attribution
Scored by Engagemii on August 6, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/naomiwolf-substack
Cite this score: Engagemii (2026). "AEO Score for Outspoken with Dr Naomi Wolf." Retrieved from https://engagemii.com/aeo/brands/naomiwolf-substack
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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