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AI Visibility Scorecard
SURFACE BRANDS
surfacebrands.com · E-commerce
Borderline visible. AI bots can crawl SURFACE BRANDS, 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
#439,228 of 521,137 in E-commerce for AI visibility
3.1
/10
AEO Score
About SURFACE BRANDS
from our crawl and measurement
SURFACE BRANDS describes itself simply: "Based in Los Angeles, Surface Brands owns and imports award-winning wines and spirits such as La Tierra de Acre Mezcal, Poggio Torselli, Nunzi Conti, and more." When AI engines look at it, they find little to work with. It scores 3.1 out of 10.
On the page it is passable on a partly stated business identity and basic crawler access. What holds it back is structured data describing the business, a heading structure that lays out what it offers, credibility markers like credentials or reviews and sitemaps and entity links AI can follow.
Off the page there is only faint evidence that only a handful of sites link to it. Beyond that, 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. None of that can be fixed on the page: it has to be earned.
The site links to no social profiles, so there is nothing tying the brand to a wider presence.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
4
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
4
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
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
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 Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 3.1/10, SURFACE BRANDS is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for SURFACE BRANDS
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The $4.6 Trillion Problem Every E-Commerce Brand Ignores
Here's a number that should keep every e-commerce founder up at night: $4.6 trillion.
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/surfacebrands
Cite this score: Engagemii (2026). "AEO Score for SURFACE BRANDS." Retrieved from https://engagemii.com/aeo/brands/surfacebrands
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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