Coca-Cola

Beverages

Rank 25 of 186 · coca-cola.com · tracked weekly

Within beverages

89.0

The market it competes in. Fair question, not comparable with other markets.

Fameproof index · consumer goods

68.3−1.0

The wide pool every company on the board answers. This is what ranks.

Coca-Cola Consumer average

Claude

66.0

Mention rate72%

Prominence41%

Topic coverage100%

Consistency58%

Samples96/96

ChatGPT

68.0

Mention rate73%

Prominence48%

Topic coverage100%

Consistency57%

Samples96/96

Gemini

71.0

Mention rate82%

Prominence42%

Topic coverage100%

Consistency64%

Samples96/96

Prompt performance

Position when mentioned · grouped by stage

Prompt

GPT

GEM

Named first

OverviewWho the models name when asked about the field · named in 6 of 6

“Name 10 notable companies in beverages.”

This one

“Which companies lead the beverages market? List up to 10.”

This one

“Give a concise primer on the beverages industry, naming no more than 10 companies.”

named

This one

“Who are the main players in beverages that someone new to the sector should know? Give 10 names.”

This one

“List 10 influential companies operating in beverages today.”

This one

“Name a balanced set of 10 beverages companies worth knowing about.”

ReputationWho they credit with shaping it · named in 6 of 6

“Which companies have shaped beverages over the last decade? List 10.”

“Name 10 companies known for technical strength in beverages.”

—

“Which 10 companies in beverages are most often cited as innovators?”

“If explaining how the beverages sector works, which 10 companies would you reference?”

“Give 10 examples of beverages companies with sustained relevance.”

“Which 10 companies are most associated with quality in beverages?”

ShortlistWho they put in front of a buyer comparing options · named in 5 of 6

“Which beverages providers should a buyer compare before deciding? Name 10.”

“What are the main alternatives available in beverages? List 10.”

—

“Compare the leading options in beverages, naming up to 10 companies.”

named

“Which 10 companies in beverages would appear on a serious evaluation shortlist?”

“Name 10 beverages companies suitable for a mid-sized organisation.”

“Which 10 beverages vendors are worth requesting a quote from?”

—

RecommendationWho they tell the reader to pick or follow · named in 6 of 6

“Recommend 10 companies in beverages to follow.”

“Build a starter list of 10 companies to know in beverages.”

“Suggest 10 beverages companies for an industry briefing.”

“Which 10 beverages companies would you name in a sector overview for investors?”

“Which 10 companies give a useful cross-section of beverages today?”

“Give a ranked list of 10 companies in beverages for a general-interest reader.”

Who was named first on the other 19 prompts — and what each model said instead of Coca-Cola — is in the audit. Unlock the full table

The full 24-prompt panel. “—” means the model did not name Coca-Cola in that answer. “Named first” is the tracked entity placed highest across the models.

Head to head

Who the models name more often, side by side.

vs PepsiCo vs Nestlé vs Colgate-Palmolive vs Procter & Gamble vs Unilever

Is this you?

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What the models cite in consumer goods

The pages the models lean on when they answer — and the ones naming a competitor instead of Coca-Cola.

In the auditSee a worked example →

Ranked either side

Consumer, nearest on the index.

3 Procter & Gamble 85.7 12 Unilever 80.0 13 Nestlé 78.7 28 PepsiCo 65.0 37 Colgate-Palmolive 56.0 51 Mondelez International 43.7

See all consumer goods brands →

What the numbers say

Coca-Cola scores 68.3 out of 100 on the Fameproof index, ranking 25 of 186 companies measured in the run of 26 October 2026. The index is the mean of the per-model scores below.

Visibility is uneven across models: Gemini scores it 71.0 while Claude scores it 66.0, a gap of 5.0 points. A brand that is strong on one model and weak on another has a different problem from one that is mid-table everywhere.

Gemini names Coca-Cola in 82% of answers and places it early enough to score 42% on prominence; Claude names it in 72%.

Across the 24-prompt panel there are 3 prompts where at least one model does not name Coca-Cola at all — those are the answers a competitor is winning instead, and the prompt table above shows which.

Measured inside beverages rather than the wide consumer goods pool, Coca-Cola scores 89.0 — the fairer question for a buyer already shopping that market, though it cannot be compared across markets.

Questions about this score

What is Coca-Cola's AI visibility score?

Coca-Cola scores 68.3 out of 100 on the Fameproof index, ranked 25 of 186 companies, measured on 26 October 2026 across Claude and ChatGPT and Gemini.

Which AI model mentions Coca-Cola most?

Gemini, at 71.0 out of 100, naming Coca-Cola in 82% of the answers in its panel. The per-model breakdown is above.

How is Coca-Cola's score measured?

With a panel of 24 category questions asked 4 times per model — never questions that name Coca-Cola, because a prompt that names you guarantees a mention. The score combines how often it is named, how early in the answer, how much of the topic it covers, and how consistent the result is between repetitions. Full methodology.