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PepsiCo

PepsiCo

Beverages
Rank 28 of 186 · pepsico.com · tracked weekly
Within beverages
85.7
The market it competes in. Fair question, not comparable with other markets.
Fameproof index · consumer goods
65.0−2.0
The wide pool every company on the board answers. This is what ranks.
PepsiCo Consumer average
Claude
61.0
Mention rate65%
Prominence37%
Topic coverage100%
Consistency55%
Samples96/96
ChatGPT
62.0
Mention rate66%
Prominence41%
Topic coverage100%
Consistency54%
Samples96/96
Gemini
72.0
Mention rate79%
Prominence52%
Topic coverage100%
Consistency63%
Samples96/96

Prompt performance

Position when mentioned · grouped by stage
Prompt
CL
GPT
GEM
Named first
OverviewWho the models name when asked about the field · named in 6 of 6
“Name 10 notable companies in beverages.”
#2
#2
#2
Coca-Cola
“Which companies lead the beverages market? List up to 10.”
#2
#2
#2
Coca-Cola
“Give a concise primer on the beverages industry, naming no more than 10 companies.”
#2
named
#2
Coca-Cola
“Who are the main players in beverages that someone new to the sector should know? Give 10 names.”
#2
#2
#2
Coca-Cola
“List 10 influential companies operating in beverages today.”
#2
#2
#2
Coca-Cola
“Name a balanced set of 10 beverages companies worth knowing about.”
#2
#2
#2
Locked
ReputationWho they credit with shaping it · named in 6 of 6
“Which companies have shaped beverages over the last decade? List 10.”
#2
#2
#2
Locked
“Name 10 companies known for technical strength in beverages.”
#2
—
#2
Locked
“Which 10 companies in beverages are most often cited as innovators?”
#2
#2
#2
Locked
“If explaining how the beverages sector works, which 10 companies would you reference?”
#2
#2
#2
Locked
“Give 10 examples of beverages companies with sustained relevance.”
#2
#2
#2
Locked
“Which 10 companies are most associated with quality in beverages?”
#2
#2
#2
Locked
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.”
#2
#1
#2
Locked
“What are the main alternatives available in beverages? List 10.”
—
—
—
Locked
“Compare the leading options in beverages, naming up to 10 companies.”
#2
named
#2
Locked
“Which 10 companies in beverages would appear on a serious evaluation shortlist?”
#2
#2
#2
Locked
“Name 10 beverages companies suitable for a mid-sized organisation.”
#2
#1
—
Locked
“Which 10 beverages vendors are worth requesting a quote from?”
—
—
#2
Locked
RecommendationWho they tell the reader to pick or follow · named in 6 of 6
“Recommend 10 companies in beverages to follow.”
#2
#2
#2
Locked
“Build a starter list of 10 companies to know in beverages.”
#2
#2
#2
Locked
“Suggest 10 beverages companies for an industry briefing.”
#2
#2
#2
Locked
“Which 10 beverages companies would you name in a sector overview for investors?”
#2
#2
#2
Locked
“Which 10 companies give a useful cross-section of beverages today?”
#2
#2
#2
Locked
“Give a ranked list of 10 companies in beverages for a general-interest reader.”
#2
#2
#2
Locked
Who was named first on the other 19 prompts — and what each model said instead of PepsiCo — is in the audit. Unlock the full table
The full 24-prompt panel. “—” means the model did not name PepsiCo 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 Coca-Colavs Colgate-Palmolivevs Nestlévs Unilever

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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 PepsiCo.

In the auditSee a worked example →

Ranked either side

Consumer, nearest on the index.

12 Unilever 80.0 13 Nestlé 78.7 25 Coca-Cola 68.3 37 Colgate-Palmolive 56.0 51 Mondelez International 43.7 69 L'Oréal 28.7
See all consumer goods brands →

What the numbers say

PepsiCo scores 65.0 out of 100 on the Fameproof index, ranking 28 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 72.0 while Claude scores it 61.0, a gap of 11.0 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 PepsiCo in 79% of answers and places it early enough to score 52% on prominence; Claude names it in 65%.

Across the 24-prompt panel there are 4 prompts where at least one model does not name PepsiCo 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, PepsiCo scores 85.7 — the fairer question for a buyer already shopping that market, though it cannot be compared across markets.

Questions about this score

What is PepsiCo's AI visibility score?

PepsiCo scores 65.0 out of 100 on the Fameproof index, ranked 28 of 186 companies, measured on 26 October 2026 across Claude and ChatGPT and Gemini.

Which AI model mentions PepsiCo most?

Gemini, at 72.0 out of 100, naming PepsiCo in 79% of the answers in its panel. The per-model breakdown is above.

How is PepsiCo's score measured?

With a panel of 24 category questions asked 4 times per model — never questions that name PepsiCo, 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.