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Mondelez · Consumer Packaged Goods

AI answers place Mondelez in sourcing and packaging scrutiny; the press covers its stock.

In this snapshot, the assistants mostly named Mondelez in lists about deforestation, cocoa labor and plastic packaging. Its recent news coverage centers on investor items and a farmer-support announcement.

Measured September 29, 2026ChatGPT, Claude, Gemini, Perplexity and GrokCheck your own brand →

In AI answers

Visibility

8%

Share of answers that named Mondelez, with a 95% range of 7–10%. Measured September 29, 2026 · 5 assistants · 1,250 answers.

Answers naming it

102 / 1,250

Position by visibility

#7 of 15

In this snapshot only

In the press

News mentions

4,617

PeakMetrics news index, last 30 days.

Mondelez in the headline

624

Rank by press volume

#8 of 15

Within this sector

Named in 48 of 250 questions, the 12 most-named shown

Question
Which snack and food companies have made real progress on palm oil deforestation?Named by: ChatGPT, Claude, Gemini, Perplexity, Grok
Who are the biggest players in the snack and beverage aisle?Named by: ChatGPT, Claude, Gemini, Perplexity, Grok
Which big food companies have had strikes or serious labor disputes at their plants?Named by: ChatGPT, Claude, Gemini, Perplexity, Grok
Are there chocolate companies still linked to child labor in cocoa supply chains?Named by: ChatGPT, Claude, Gemini, Perplexity, Grok
Which food giants have been criticized most for their sourcing of ingredients like palm oil, soy, and beef?Named by: ChatGPT, Gemini, Perplexity, Grok
Who are the biggest plastic polluters among packaged goods companies?Named by: Claude, Gemini, Perplexity, Grok
Which large consumer goods companies get the best marks from watchdog groups on deforestation?Named by: ChatGPT, Claude, Perplexity, Grok
Which CPG companies have the worst environmental record?Named by: ChatGPT, Perplexity, Grok
Which packaged food companies have the most influence over what ends up in American pantries?Named by: ChatGPT, Claude, Grok
Rank the top consumer goods companies by how much they spend on research and development.Named by: Gemini, Perplexity, Grok
top consumer goods companies with the most controversies?Named by: ChatGPT, Gemini, Grok
What are the best consumer packaged goods companies to work for in the US?Named by: ChatGPT, Perplexity, Grok

and 36 more questions whose answers named Mondelez.

The evidence

One snapshot, measured September 29, 2026. These figures come from one quarterly run of 1,250 answers (95% range 7–10%), not a ranking or a trend. The questions never named Mondelez.

How the answers frame Mondelez

This snapshot covers 250 category questions put to ChatGPT, Claude, Gemini, Perplexity and Grok on 2026-09-29, none naming a brand. Mondelez was named in 102 of the 1,250 answers. Grok named it most often (34 of 250) and Claude least (13 of 250). Visibility varied by question intent: highest on sourcing transparency (27%), then employer (18%), leadership (15%) and packaging waste (13%). It was 0% on value and 1% to 3% on safety, trust and reliability. Of the 11 stored answers we read, the credits attached to the brand fell mostly under Sustainability & Ethics, with one under Labour & Workplace.

The context was mostly accountability. Claude's deforestation answer relayed watchdog ratings and put Mondelez among the lowest-scoring companies. Claude's plastic answer listed it among other large polluters. Gemini's cocoa answer listed it among companies that reports and legal actions say have not adequately addressed child labor in supply chains. Perplexity's greenwashing answer named it among companies in plastic-packaging lawsuits, and noted these are allegations. ChatGPT named it among companies in a palm oil progress answer.

Other contexts were neutral or practical. Gemini's answer on AI in product development credited Mondelez with faster recipe development. Perplexity's associate brand manager pay answer placed its listed range below Colgate-Palmolive's and SC Johnson's. In Gemini's answer on compostable and recyclable snack bags, Mondelez appeared alongside Mars as working to cut virgin plastic.

Mondelēz, Ferrero and Nissin Foods scored "F" grades, making them the laggards among the 10 companies evaluated…
Claude, answering “Which large consumer goods companies get the best marks from watchdog groups on deforestation?”

What the press is saying

PeakMetrics' news index recorded 4,617 mentions of Mondelez over the last 30 days. In 624 of them the brand was in the headline. The recent headlines mostly concern the stock: a State Street share sale, and two versions of a piece asking whether MDLZ is underperforming the consumer staples sector.

Two headlines went beyond markets. One was a Mondelez Canada announcement about investing in Canadian farmers to strengthen agricultural supply chains and advance regenerative agriculture. The other was a piece on omnichannel and supply-chain technology.

These are allegations, not findings that the companies necessarily broke the law.
Perplexity, answering “Which big consumer goods companies have been called out for greenwashing their packaging?”

The gap

The press story in these headlines is about shareholders and market performance. The AI story is about how the company sources cocoa and palm oil, how it packages products, and how outside groups have rated it. The Canadian farmer investment is the one headline that touches the sourcing theme the assistants return to.

Volume also differs. Mondelez had 102 answer appearances against 4,617 news mentions. Nestlé had 266 appearances and 12,010 mentions. Mars had 80 appearances with only 1,859 mentions, so news volume alone does not track how often the assistants name a company. In the answers we read, the reference points were third-party scorecards, NGO reports and lawsuits, not company announcements.

Uses machine learning to accelerate recipe development, resulting in a 4–5x increase in development speed.
Gemini, answering “Best companies using AI to develop new consumer products?”

What to watch

This is a single snapshot of live answers, and results vary between runs. It is not a ranking or a trend. A comms team can still read the themes. When assistants take up sourcing, deforestation, cocoa labor or plastic, Mondelez is named, and the framing often draws on watchdog scorecards and legal allegations. Check which of those third-party sources are being cited and whether current company progress reaches them.

Mondelez was rarely named on value, trust or reliability questions in this snapshot. The one clearly favorable-sounding context was AI-assisted product development. Sourcing and packaging announcements could be tested against the same benchmark questions over repeated runs to see whether they change what the assistants say.

The evidence

Where Mondelez appeared, and what it was credited for.

Per-provider split

The same answers split by assistant, each with its 95% range. Where two assistants' ranges overlap, the difference between them may be noise.

  1. ChatGPT
    7%4–11%
  2. Claude
    5%3–9%
  3. Gemini
    8%5–12%
  4. Perplexity
    8%5–12%
  5. Grok
    14%10–18%

Appeared in

The 12 questions whose answers named Mondelez most often, with each assistant that named it. 48 questions named it in all. The questions did not mention the brand.

  • Which snack and food companies have made real progress on palm oil deforestation?ChatGPTClaudeGeminiPerplexityGrok
  • Who are the biggest players in the snack and beverage aisle?ChatGPTClaudeGeminiPerplexityGrok
  • Which big food companies have had strikes or serious labor disputes at their plants?ChatGPTClaudeGeminiPerplexityGrok
  • Are there chocolate companies still linked to child labor in cocoa supply chains?ChatGPTClaudeGeminiPerplexityGrok
  • Which food giants have been criticized most for their sourcing of ingredients like palm oil, soy, and beef?ChatGPTGeminiPerplexityGrok
  • Who are the biggest plastic polluters among packaged goods companies?ClaudeGeminiPerplexityGrok
  • Which large consumer goods companies get the best marks from watchdog groups on deforestation?ChatGPTClaudePerplexityGrok
  • Which CPG companies have the worst environmental record?ChatGPTPerplexityGrok
  • Which packaged food companies have the most influence over what ends up in American pantries?ChatGPTClaudeGrok
  • Rank the top consumer goods companies by how much they spend on research and development.GeminiPerplexityGrok
  • top consumer goods companies with the most controversies?ChatGPTGeminiGrok
  • What are the best consumer packaged goods companies to work for in the US?ChatGPTPerplexityGrok

Visibility by question type

The share of answers to each type of question that named Mondelez, with its 95% range. Each type has fewer answers than the whole run, so its range is wider.

  1. Reliability and quality
    2%1–7%
  2. Trust and reputation
    3%1–9%
  3. Value and price
    0%0–4%
  4. Customer service
    2%1–7%
  5. Safety and security
    1%0–5%
  6. Innovation
    8%4–15%
  7. Leadership and scale
    15%9–23%
  8. Employer and workplace
    18%12–27%
  9. Sustainability and ethics
    4%1–11%
  10. Avoid and risk
    10%5–19%
  11. Ingredient quality and health
    2%1–7%
  12. Sourcing and supply chain transparency
    27%19–36%
  13. Packaging and waste reduction
    13%8–21%
Measured September 29, 2026. ChatGPT, Claude, Gemini, Perplexity and Grok. Types with no answers are left out.

What the answers credited it for

The topics the answers tied to Mondelez when they named it, as labeled by a classifier run on this site (a Visibility Driver label, not a customer workspace's Smart Category). It describes what the answer discussed, not whether it was favorable.

  • Sustainability & Ethics5 answers
  • Not Substantive3 answers
  • Labour & Workplace1 answer

Press rank and AI rank

Where Mondelez sits among the 15 consumer packaged goods brands with news data in this snapshot, on each measure. Ranks only: the two measures use different units and time windows.

Rank by AI visibility

#7 of 15

  1. 7

Share of 1,250 answers, measured September 29, 2026.

Rank by news mentions

#8 of 15

  1. 8

PeakMetrics news index, last 30 days.

Mention volume is not comparable across sectors, so both ranks are within this sector.

How this was measured

Measured September 29, 2026. 250 unbranded questions per sector, asked to ChatGPT, Claude, Gemini, Perplexity and Grok on their product models, with web search on. Refreshed quarterly.

This is a snapshot, not a ranking or a trend: AI answers vary from run to run. It shows whether a brand appeared and which sources were cited, not how favorably it was described. The paid platform tracks favorability daily.

Full method

In an early five-question test, the same brand went from 40% to 30% to 70% visibility across three runs, which is why every figure here is dated and treated as a snapshot.

The questions cover 13 intents, such as reliability, value for money and customer service. A model drafted them, a review pass removed paraphrases and questions that point to one company, and every question was checked so that none names a measured brand. Each was asked once per assistant in run 2026Q4.

Every visibility figure comes with a 95% range (a Wilson interval). Where two brands' ranges overlap, treat them as tied. The figures use all 1,250 answers. The quotes in the story come from a stratified sample of 60 of them, spread across every assistant and intent.

Summarized on September 30, 2026from this snapshot's stored answers. Every quote is checked against the original answer.

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