AI Visibility Scorecard
Bad Facts
badfacts.substack.com · Legal
Borderline visible. AI bots can crawl Bad Facts, 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
#3,563 of 388,854 in Legal for AI visibility
55
AI Naming Predictability
iRarely named · 55/100
Legal average 8
Top 2% of Legal
See what's behind this score →5
-
Network Authority
iNot connected yet
Legal average 0.0
0 relationships on record. Businesses in Legal average 2. Claim your page and Engagemii is your first.
See what's behind this score →0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
Legal average 17
See what's behind this score →0
About Bad Facts
from badfacts.substack.com
How does a movement win in court when the facts are against it? This is a newsletter about "trans rights" in the US from the 1960s to today. Click to read Bad Facts, by Glenna Goldis, a Substack publi
- Company ·
- Bad Facts
- Website ·
- badfacts.substack.com
- Industry ·
- Legal
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Sep 9, 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
Weak
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
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 4.7/10, Bad Facts is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Bad Facts
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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 September 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/badfacts-substack
Cite this score: Engagemii (2026). "AEO Score for Bad Facts." Retrieved from https://engagemii.com/aeo/brands/badfacts-substack
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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