AI visibility score
4.2/ 10Fair

#75,454 of 1,391,934 in Food & Beverage

As of 2026-08-02 · Engagemii indexCheck another site →Live terminal →

AI Visibility Scorecard

TBS Beverage

TBS Beverage

Unclaimed

tbsbeverage.com · Food & Beverage

Borderline visible. AI bots can crawl TBS Beverage, 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 11 times

Claude · ChatGPT · Meta AI · Apple Intelligence

#75,454 of 1,391,934 in Food & Beverage for AI visibility

<1

AI Naming Predictability

i

Rarely named · <1/100

Top 16% of Food & Beverage

4

AEO Visibility

i

Borderline · 4.2/10

-

Network Authority

i

Not connected yet

20

Muse Index Score

i

AI agent readiness

Transactable · 20/100

0

AI Adoption

i

None detected · 0/100

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About TBS Beverage

from our crawl and measurement

"Email Subscribe The partner the industry trusts Powering hospitality and foodservice businesses with premium coffee, tea, kombucha, specialty beverages, and commercial equipment." That is how TBS Beverage introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.

Our crawl found an llms.txt file for AI models, a sitemap and a readable heading structure. It is missing structured data describing the business.

AI crawlers have visited 4 times in our tracking, including ClaudeBot (Anthropic) and GPTBot (ChatGPT).

Company ·
TBS Beverage
Website ·
tbsbeverage.com
Industry ·
Food & Beverage
Location ·
Tampa, Florida
Site status ·
Live (The website showed an active business site when last checked (Aug 26, 2026).)
Last scored ·
Aug 2, 2026
Verified connections ·
None yet

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Weak

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Fair

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

Strong

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

Fair

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

Good

Inbound links from other sites.

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.

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 4.2/10, TBS Beverage is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for TBS Beverage: How-To

How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide

The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.

Continue reading in your free Engagemii portal

Free signup unlocks the full article plus your personalized AEO fix list for TBS Beverage.

TBS Beverage lists 529 products, 528 in stock, priced 0.00 to 385.88.

Show 500 of 529 products

The full list of every product we captured is in the product feed (JSON).

Source & Attribution

Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/tbsbeverage

Cite this score: Engagemii (2026). "AEO Score for TBS Beverage." Retrieved from https://engagemii.com/aeo/brands/tbsbeverage

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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