AI Visibility Scorecard
By Samantha Melbourne
bysamanthamelbourne.com · Fashion & Apparel
Somewhat visible. AI bots can read By Samantha Melbourne, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
ChatGPT
#58,773 of 245,787 in Fashion & Apparel for AI visibility
5
AEO Visibility
iBorderline · 5.2/10
80
Muse Index Score
iAI agent readiness
Transactable · 80/100
0
AI Adoption
iNone detected · 0/100
About By Samantha Melbourne
from our crawl and measurement
By Samantha Melbourne, based in Oakleigh, Victoria, describes itself simply: "BY SAMANTHA is a premium Melbourne based lifestyle brand that empowers women to be effortlessly fierce, specialising in wrap Dresses and Australian made." Its AI visibility score is 5.2 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (Organization, WebSite, ProductGroup), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including GPTBot (ChatGPT).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Strong
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Strong
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
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 5.2/10, By Samantha Melbourne has a working base to build on - fixable, and the signals above are where to start.
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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By Samantha Melbourne lists 216 products, 202 in stock, priced 3.00 to 385.00.
Source & Attribution
Scored by Engagemii on September 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/bysamanthamelbourne
Cite this score: Engagemii (2026). "AEO Score for By Samantha Melbourne." Retrieved from https://engagemii.com/aeo/brands/bysamanthamelbourne
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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