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AI Visibility Scorecard
Ed Whelan’s Confirmation Tales
confirmationtales.com · Other
Borderline visible. AI bots can crawl Ed Whelan’s Confirmation Tales, 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
/10
AEO Score
About Ed Whelan’s Confirmation Tales
from our crawl and measurement
"Stories that provide lessons and insights about the judicial-confirmation process. Click to read Ed Whelan’s Confirmation Tales, a Substack publication with thousands of subscribers." That is how Ed Whelan’s Confirmation Tales introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.0 out of 10, readable in places and missing in others.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
0
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
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
3
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Authority
4
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
1
Press and news coverage.
Community
0
No community discussion yet.
Social Mentions
1
Social discussion and mentions.
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 5/10, Ed Whelan’s Confirmation Tales is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Ed Whelan’s Confirmation Tales
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/confirmationtales
Cite this score: Engagemii (2026). "AEO Score for Ed Whelan’s Confirmation Tales." Retrieved from https://engagemii.com/aeo/brands/confirmationtales
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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