How often should I track my brand's AI visibility?

We recommend monthly tracking to identify trends. Most brands see 10-15% fluctuation month-over-month as AI models update and search patterns evolve. Quarterly deep-dives help inform strategic decisions.

Why does my national score differ from local scores?

AI engines adjust recommendations based on user location and proximity. Local queries trigger different ranking factors—brands with strong regional presence, local partnerships, or geo-specific content often outperform nationally.

How does location affect beverage brand visibility?

AI engines consider regional preferences, local availability, and distribution networks. Sports drinks perform better in athletic markets, energy drinks in college towns, etc.

Which AI engines matter most for my brand?

ChatGPT (60% market share), Claude (enterprise focus), Gemini (Google integration), and Perplexity (research queries) each serve different audiences. We test all four to give you complete visibility coverage.

How can I improve my brand's AI visibility score?

Focus on citation-worthy content (data, comparisons, FAQs), structured markup (schema.org), and location-specific pages. AI engines prioritize sources with clear data provenance and authoritative signals.

What's a good visibility score?

Scores above 7.0 indicate strong visibility. 5.0-7.0 is competitive but has room for improvement. Below 5.0 means significant optimization opportunity. Industry leaders typically score 8.0+.

How long does it take to see results from AEO efforts?

Unlike traditional SEO (6-12 months), Answer Engine Optimization can show results in 4-8 weeks. AI models update frequently and quickly incorporate new, high-quality sources into their responses.

United States Beverages AI Visibility Snapshot

We tested how United States beverages brands appear in ChatGPT, Claude, Gemini, and Perplexity. Some brands show up everywhere. Some are invisible.

National presence doesn't guarantee local AI visibility

National: 78%

US: 52%

TOP 5 US BEVERAGES BRANDS IN AI SEARCH

#1

Coca-Cola

National

7.6

US Score

6.2

-1.3

#2

Gatorade

National

6.4

US Score

5.6

-0.9

#3

Pepsi

National

7.1

US Score

5.6

-1.5

#4

Powerade

National

5.5

US Score

5.4

-0.1

#5

Sprite

National

6.3

US Score

5.2

-1.1

Reign performs 0.1 points better locally

TESTING SCOPE

Brands Tested

13

United States beverages brands

AI Engines

ChatGPT

Claude

Gemini

Perplexity

COVERAGE

Beverages Journeys

Energy Drink Discovery

Sports Drink Selection

Soda Comparison

Health-Conscious Choice

Caffeine Content Research

Where to Buy

United States Locations

New York, Los Angeles, Chicago, Houston, Phoenix

SCORING COMPONENTS

1

Mention Rate

Primary Factor

Share of prompts where brand appears

2

Position Weighting

Major Factor

Lead 1.0, Early 0.7, Late 0.4, Omitted 0

3

Sentiment

Significant Factor

Positive 1.0, Neutral 0.7, Negative 0.2

4

Citation Quality

Supporting Factor

Official docs, reputable press, location-relevant sources

LIMITATIONS & NOTES

AI responses can vary by user context, query phrasing, and model updates

Testing conducted Q4 2025; results represent a snapshot in time

Scoring is relative within the tested brand set and may not reflect all market dynamics

Analysis focused on organic AI responses; paid placements not evaluated

FREQUENTLY ASKED QUESTIONS

Still have questions about Beverages visibility in United States?

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EXPLORE OTHER INDUSTRIES

Connecticut6/10 avg

Insurance

P&C insurance carriers across ChatGPT, Claude, Gemini & Perplexity

Top Brand

State Farm

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United States5.6/10 avg

Fast Food

QSR chains and restaurant brands ranked by AI visibility

Top Brand

Chick-fil-A

View Full Audit

United States5.9/10 avg

Retail

E-commerce and brick-and-mortar retailers in AI recommendations

Top Brand

Target

View Full Audit

View All Industry Audits

Coca-Cola dominates with 7.6/10. Is your beverage brand visible?

Discover how AI engines rank United States beverage brands

500+ brands analyzed across all major AI engines

United States Beverages AI Visibility Snapshot

TOP 5 US BEVERAGES BRANDS IN AI SEARCH

TESTING SCOPE

COVERAGE

SCORING COMPONENTS

LIMITATIONS & NOTES

FREQUENTLY ASKED QUESTIONS

EXPLORE OTHER INDUSTRIES

Insurance

Fast Food

Retail

Coca-Cola dominates with 7.6/10. Is your beverage brand visible?

Ready to Dominate Where Your Customers Actually Search?