Market cut · France

Leading Packaged Foods & Beverages Brands in AI Search in France

The Packaged Foods & Beverages index re-ranked using only prompts and answers from France.

October 2026 edition

Across the six months through October 2026, PepsiCo Inc. leads AI search visibility in Packaged Foods & Beverages in France with a Goodie visibility score of 80.4, ahead of Mondelēz (77.4) and Nestlé (58.7). The median score across the 28 ranked brands is 19.3, and a score above 20.1 reaches the top ten. The most-cited source grounding these answers is google.com at 6.8% of all citations, while brand-owned pages account for just 15.8%.

33k prompts · 2.4m AI answers · 11.5m citations · Goodie AI Visibility Index

Industry Benchmarks

October 2026 · Packaged Foods & Beverages · France
What good looks like in this category. Read a brand's own score against these before looking at who is winning.
Median visibility score
19.3
Half of the 28 ranked packaged foods & beverages brands score below this. The midpoint, not the average, so a few dominant brands do not distort it.
Index-wide median is 68.2
Score to enter the top 10
20.1
Clearing 20.1 puts a brand in the category top ten. The bar sits 0.8 points above the midpoint, so the leaderboard is closely contested.
Brands named per answer
13.8
A typical answer names 14 brands, so the consideration set is wide and a mention is comparatively easy to earn.
Index-wide average is 8.9
Citation mix
  • UGC 2%
  • Editorial 3%
  • Video 1%
  • Reference 11%
  • Other 83%
Other leads the third-party sources grounding packaged foods & beverages answers. Brand-owned citations sit in the next cell and are not counted here. “Other” covers domains we have not classified into a type yet.
Brand-owned citation share
15.8%
Owned content is weak here: third-party sources decide most of these answers.
Index-wide average is 26.8%
Industry sentiment
46/100
Mean tone of mentions across the ranked brands that carry a measured value. Per-brand sentiment sits on each brand profile.
Prompts sampled
33k
Real buyer phrasing, 4 models
AI answers analysed
2.4m
223k in October · ▼ 12.5% vs September
Citations parsed
11.5m
1m in October · ▲ 9.1% vs September
Brands observed
1,244
28 ranked here · 1,216 unranked

Brand Visibility Leaderboard

Brand visibility leaderboard for Packaged Foods & Beverages, ranked by six-month average AI visibility score
#BrandVisibility scoreShare of voiceModelsΔ vs last monthSentimentTop cited source
01PepsiCo Inc.
80.4
10.4%AI ModeChatGPTCopilotPerplexity▲ 0.859mordorintelligence.com
02Mondelēz
77.4
10.0%AI ModeChatGPTCopilotPerplexity—65mordorintelligence.com
03Nestlé
58.7
7.6%AI ModeCopilotPerplexity·58finance.yahoo.com
04Coca-Cola Company
57.9
7.5%AI ModeCopilotPerplexity—58statista.com
05The Coca-Cola Company
39.4
5.1%AI ModeChatGPT▼ 1.437statista.com
06Fiji Water
38.3
4.9%ChatGPTCopilot—71botledwater.com
07VOSS
20.7
2.7%Perplexity—24grandviewresearch.com
08Perrier
20.3
2.6%Perplexity▼ 0.523fortunebusinessinsights.com
09Campbell's
20.3
2.6%Perplexity—50fooddive.com
10Evian
20.1
2.6%Perplexity▼ 0.540grandviewresearch.com
28 ranked · visibility is a six-month averageTop source = most frequent source in answers mentioning the brand · Δ compares Oct with Sep

Most-Cited Domains

The answer supply chain
Most-cited domains in AI answers for Packaged Foods & Beverages
#DomainCitation shareΔ vs last month
01google.com
6.8%
—
02lefigaro.fr
5.0%
—
03sphericalinsights.com
5.0%
—
04facebook.com
4.2%
—
05gminsights.com
3.9%
—
06grocerytradenews.com
3.6%
—
07interbrand.com
3.6%
—
08ufoodin.com
3.6%
—
09wikipedia.org
3.6%
—
10mordorintelligence.com
3.4%
▲ 13.2
Top 10 of 1k domains observedΔ compares Oct with Sep, in percentage points

Prompts, Topics & Movers

What's driving this month's answers

Sampled prompts

Prompts sampled for Packaged Foods & Beverages, with distinct brands named and sources cited
#PromptBrandsSources
01Halal food manufacturers with certification109199
02Bottled water brands perceived as premium90171
03Which beverage brands dominate global markets?143154
04Snack food companies with strong distribution134136
05Quels aliments emballés les gens achètent sans se méfier ?716
5 of 33k sampledDistinct brands named & sources cited

Biggest movers

Oct vs Sep
Rising
Chateldonscore 18.8
▲ 1.8
Intersnackscore 19.5
▲ 1.1
PepsiCo Inc.score 80.4
▲ 0.8
Falling
▼ 1.4
Mountain Dewscore 20.1
▼ 1.1
Evianscore 20.1
▼ 0.5
11 ranked brands scored in both Sep and OctIndustry avg ±0.7/mo

Global Search Demand

Where this industry's questions originate
2,427,107 searches sampled
Tracked markets for Packaged Foods & Beverages, by sampled search volume
#CountrySearch volume
01United States1.3M
02United Kingdom297K
03Germany202K
04France154K
05Canada125K
06Australia121K
07Japan84K
08Italy71K
09Singapore25K
10Egypt23K
11Saudi Arabia17K
12United Arab Emirates14K
12 tracked markets
This edition

What Changed This Month

PepsiCo Inc. leads Packaged Foods & Beverages this edition with a visibility score of 80.4, ahead of Mondelēz at 77.4.

google.com is the most-cited source grounding packaged foods & beverages answers, at roughly 6.8% of citations. Brand-owned pages account for 15.8% — the rest of the answer supply chain runs through third-party sources.

The median visibility score across ranked packaged foods & beverages brands is 19.3, and a score above 20.1 reaches the industry top ten.

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Where Does Your Brand Stand in AI Search?

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31 industries4 models355m+ citation observationsFree unlimited checks
What you get
  • Visibility score
  • Industry rank
  • Brands ahead of you
  • Model and source gaps
Our Methodology

Our Approach to Gathering AI Visibility Data

We process millions of real prompts across AI Mode, ChatGPT, Copilot and Perplexity, then track which brands, products, and domains show up in the answers. That's the raw data behind every score in the Index.

Real Intent Capture

This data results from processing millions of real user prompts. We use advanced semantic and agentic processing to categorize them and define intent, filtering out noise to focus on high-value queries.

Global Model Interrogation

We run these prompts across the tracked models and across every market we cover, so each market is scored on its own answers rather than on a global average applied everywhere.

Attribution Mapping

We analyze the generated answers to capture the "Kingmaker" domains: the specific sources models cite most often in the answers that name a brand, so you can see which sources the models lean on where you appear and where you do not.

Three-dimensional logo of Goodie, an end-to-end AI search visibility platform.
FAQ · Packaged Foods & Beverages

Questions?
We Have
the Answers.

PepsiCo Inc. currently leads AI search visibility in packaged foods & beverages with a Goodie visibility score of 80.4, measured across the tracked AI models.

google.com is the most-cited source in packaged foods & beverages AI answers, grounding roughly 6.8% of citations in this industry.

The median score among ranked packaged foods & beverages brands is 19.3. A score above 20.1 places a brand in the industry top ten.

Each edition samples the same tracked prompt set across the models Goodie follows, then ranks brands by how often they are named in those answers.

Monthly. Each edition re-samples the tracked prompt set so month-over-month figures are directly comparable.