AI Visibility Scorecard
sunset-stitches.com · Food & Beverage
Borderline visible. AI bots can crawl Sunset Stitches, 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 1 times
Claude
#1,219,722 of 1,391,864 in Food & Beverage for AI visibility
7
4
AEO Visibility
iNear-invisible · 3.5/10
-
Network Authority
iNot connected yet
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
Public companies in Food & Beverage have about 2 business relationships on record.
You have none on record yet.
from our crawl and measurement
Sunset Stitches describes itself simply: "Home of Trevor Conquergood's Embroidery Studio. Sunset Stitches is based in Saskatoon Saskatchewan Canada. Contact Trevor by email [email protected]." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.
On the page itself the strengths are clear: a clear heading structure and crawler access and the files AI engines look for. It is passable on partial sitemap and link coverage. What holds it back is a clearly stated business identity, credibility markers like credentials or reviews and structured data describing the business.
Off the page, almost no other sites link to it, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
The site links to no social profiles, so there is nothing tying the brand to a wider presence.
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
Fair
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.
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.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 3.5/10, Sunset Stitches is crawlable but under-signaled - fixable, and the signals above are where to start.
How to Join as a member?
This is a link to see all of the different member options available. View all account options If you already have an account on our website then it will show you what options you have already joined. If you purchased your membership in a sewing store and have a “New Member DVD” then please join our website with a free member account and then email Trevor to get your member access.
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The exact fixes for Sunset Stitches
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When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/sunset-stitches
Cite this score: Engagemii (2026). "AEO Score for Sunset Stitches." Retrieved from https://engagemii.com/aeo/brands/sunset-stitches
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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