SCORE HISTORY BEGINS 2026-07-25
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AI Visibility Scorecard
What would you do?
wwyd.substack.com · Other
Somewhat visible. AI bots can read What would you do?, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
7
AEO Visibility
iVisible · 6.8/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About What would you do?
from our crawl and measurement
What would you do? is a business whose own site puts it this way: "The question I've been most often asked by senior public officials, business leaders, clients and colleagues is pretty straightforward: what would you do? If you have that question on." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.7 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
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
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
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
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, What would you do? has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for What would you do?
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The AEO Checklist Every Small Business Owner Needs Right Now
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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/wwyd-substack
Cite this score: Engagemii (2026). "AEO Score for What would you do?." Retrieved from https://engagemii.com/aeo/brands/wwyd-substack
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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