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AI Visibility Scorecard

by Stephanie Mormina

by Stephanie Mormina

Unclaimed

stephaniemormina.com · Other

Borderline visible. AI bots can crawl by Stephanie Mormina, 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.

Monitoring for AI engine activity

In the Engagemii AEO index

3.6

/10

AEO Score

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About by Stephanie Mormina

from our crawl and measurement

"ABOUT ME HI, I’M STEPHANIE, FOUNDER OF VANILLA BEAN So happy you’re here! What you can expect to find here are my favourite easy weeknight meals, desserts and some of my more involved." That is how Vanilla Bean by Stephanie Mormina introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.4 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.

Industry · Other
Last scored · Aug 18, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

8

Clear headings and answer-style content.

Entity Clarity

5

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

2

Experience, Expertise, Authority, Trust markers.

Technical AEO

7

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

5

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

0

Little domain authority yet.

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 3.6/10, by Stephanie Mormina is crawlable but under-signaled - fixable, and the signals above are where to start.

Is this your brand?

The exact fixes for by Stephanie Mormina

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for by Stephanie Mormina: How-To

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 18, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/stephaniemormina

Cite this score: Engagemii (2026). "AEO Score for by Stephanie Mormina." Retrieved from https://engagemii.com/aeo/brands/stephaniemormina

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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