AI Visibility Scorecard
tq-silverlight.com · Food & Beverage
Borderline visible. AI bots can crawl TQ Silver Light, 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 5 times
Parallel · Apple Intelligence · Claude
#1,100,536 of 1,391,495 in Food & Beverage for AI visibility
<1
AI Naming Predictability
iRarely named · <1/100
Food & Beverage average 12
Top 80% of Food & Beverage
See what's behind this score →3.5
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Food & Beverage average 2. Claim your page and Engagemii is your first.
See what's behind this score →0
Muse Index Score
iAI agent readiness
Basic · 0/100
Food & Beverage average 18
See what's behind this score →0
from our crawl and measurement
TQ Silver Light, based in th Floor New York, NY, describes itself simply: "TQ Silver Light is a mid-strength agave spirit made from real tequila, with half the alcohol and half the calories. Zero sugar, zero carbs." When AI engines look at it, they find little to work with. It scores 3.5 out of 10.
Our crawl found structured data on the page (WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited 3 times in our tracking, including Applebot (Siri), ClaudeBot (Anthropic) and ShapBot (Parallel).
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
Good
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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, TQ Silver Light is crawlable but under-signaled - fixable, and the signals above are where to start.
Are you 21 or older?
This site is intended for adults of legal drinking age. Yes, I am 21+ No
Is this your brand?
The exact fixes for TQ Silver Light
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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 October 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/tq-silverlight
Cite this score: Engagemii (2026). "AEO Score for TQ Silver Light." Retrieved from https://engagemii.com/aeo/brands/tq-silverlight
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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