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AI Visibility Scorecard
Firstleaf
www.firstleaf.com · E-commerce
Somewhat visible. AI bots can read Firstleaf, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#31,632 of 614,070 in E-commerce for AI visibility
6.2
/10
AEO Score
About Firstleaf
from our crawl and measurement
Firstleaf is a business whose own site puts it this way: "Save on world class wines delivered to your door with Firstleaf's wine club. Get started now and join the more than 1 million wine lovers who have found their perfect wines!." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.2 out of 10, readable in places, missing in others.
On the page, the fundamentals are in place: structured data on the page (Organization, WebSite, BreadcrumbList), an llms.txt file for AI models, a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
8
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
7
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
5
Inbound links from other sites.
Domain Trust
3
Established authority for your domain.
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 6.2/10, Firstleaf has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Firstleaf
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 August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/www-firstleaf
Cite this score: Engagemii (2026). "AEO Score for Firstleaf." Retrieved from https://engagemii.com/aeo/brands/www-firstleaf
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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