AI Visibility Scorecard
Mary DeRosa
gratefulscribe.com · Technology
Borderline visible. AI bots can crawl Mary DeRosa, 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 6 times
Meta AI · Claude
#1,351,834 of 2,707,519 in Technology for AI visibility
5
AEO Visibility
iBorderline · 4.7/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Mary DeRosa
from our crawl and measurement
Mary DeRosa is a business whose own site puts it this way: "But there’s more to it than that: I deeply appreciate the fact that I get to break the cardinal rule of not mixing business with pleasure." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.7 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Fair
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
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 4.7/10, Mary DeRosa is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why Work With a Wordsmith?
You have something to offer. A product, a business or a special skill that you’re excited to share. And that passion will take you far, but your target market needs to want what you’ve got. You’re great at what you do, but bringing another brain into the mix can help you communicate for the results you want.
Is this your brand?
The exact fixes for Mary DeRosa
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/gratefulscribe
Cite this score: Engagemii (2026). "AEO Score for Mary DeRosa." Retrieved from https://engagemii.com/aeo/brands/gratefulscribe
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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