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AI Visibility Scorecard
Retail Therapy on Substack
rainmakingmarketing.com · E-commerce
Borderline visible. AI bots can crawl Retail Therapy on Substack, 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 2 times
Claude · Meta AI
#343,394 of 654,141 in E-commerce for AI visibility
4.3
/10
AEO Score
About Retail Therapy on Substack
from our crawl and measurement
Retail Therapy on Substack describes itself simply: "When life stops making sense, we shop. Retail Therapy on Substack, by Rani Monson, honest writing about the money we throw at our angst. With humor." When AI engines look at it, they find little to work with. It scores 4.3 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.
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
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
8
Inbound links from other sites.
Domain Authority
1
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
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 4.3/10, Retail Therapy on Substack is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Retail Therapy on Substack
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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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/rainmakingmarketing
Cite this score: Engagemii (2026). "AEO Score for Retail Therapy on Substack." Retrieved from https://engagemii.com/aeo/brands/rainmakingmarketing
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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