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AI Visibility Scorecard
thunderbolttea.com · E-commerce
Somewhat visible. AI bots can read Thunderbolt Tea, Darjeeling, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#5,979 of 510,063 in E-commerce for AI visibility
6.6
/10
AEO Score
from our crawl and measurement
Thunderbolt Tea, Darjeeling describes itself simply: "Discover rare, hand-selected Darjeeling teas from a family-run house since 1999. Limited micro-lots, sourced from the finest invoices. Reserved for collectors." Its AI visibility score is 6.6 out of 10: the engines can find it, but they do not have much to hold on to.
On its own pages the site does well on a clear heading structure, a clearly stated business identity, visible credibility markers and sitemaps and entity links AI can follow. It is passable on some structured data. What holds it back is the technical files AI engines look for, such as llms.txt or an open robots.txt.
Off the page, other sites link to it. There is some, but not much, sign that the domain is only lightly established and it barely surfaces on Reddit. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on and nobody is discussing it where AI engines look. None of that can be fixed on the page: it has to be earned.
It does link out to several social profiles, which helps engines tie the brand together.
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
10
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
4
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
10
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Trust
4
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.
1
Reddit mentions and discussion.
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 6.6/10, Thunderbolt Tea, Darjeeling has a working base to build on - fixable, and the signals above are where to start.
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Weekly ChatGPT & Claude citation tracking
Here's a number that should keep every e-commerce founder up at night: $4.6 trillion.
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Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/thunderbolttea
Cite this score: Engagemii (2026). "AEO Score for Thunderbolt Tea, Darjeeling." Retrieved from https://engagemii.com/aeo/brands/thunderbolttea
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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