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Clorox · Consumer Packaged Goods

AI answers cast Clorox as a dependable cleaning name while the press covers its recall

In this snapshot, the assistants mostly named Clorox as a trusted cleaner and a strong employer, and the recall and lawsuit coverage filling the news index rarely showed up. Grok's answer was the one in the sample that carried the contamination story into an AI answer.

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

In AI answers

Visibility

7%

Share of answers that named Clorox, with a 95% range of 6–9%. Measured September 29, 2026 · 5 assistants · 1,250 answers.

Answers naming it

90 / 1,250

Position by visibility

#9 of 15

In this snapshot only

In the press

News mentions

3,293

PeakMetrics news index, last 30 days.

Clorox in the headline

710

Rank by press volume

#12 of 15

Within this sector

Clorox gets more AI mentions than press. It ranks #9 of 15 by AI visibility but #12 by news volume. The sampled answers named it more often than its share of coverage would predict.

Named in 45 of 250 questions, the 12 most-named shown

Question
most dependable brands for cleaning supplies?Named by: ChatGPT, Claude, Gemini, Perplexity, Grok
Who are the market leaders in household cleaning products?Named by: ChatGPT, Claude, Gemini, Perplexity, Grok
I'm a recent grad who wants to work for a top-tier household products company. Which ones are the industry leaders with the best career prospects?Named by: ChatGPT, Claude, Gemini, Perplexity, Grok
Rank the top household cleaning brands by how responsive their customer support is.Named by: ChatGPT, Claude, Gemini, Grok
Is it true that many 'natural' personal care brands are owned by giant corporations, and which of those parents are considered the most responsible?Named by: Claude, Gemini, Perplexity, Grok
How do plant-based cleaning brands compare on price per ounce with mainstream ones?Named by: ChatGPT, Claude, Grok
Rank the most trusted household brands among American consumers.Named by: ChatGPT, Claude, Grok
I run a small office and want to buy cleaning supplies in refillable or bulk formats. Which suppliers or brands should I look at?Named by: ChatGPT, Claude, Grok
I'm building an investment portfolio and want dividend-paying staples stocks. Which household goods companies have the strongest balance sheets?Named by: Claude, Perplexity, Grok
What are the most valuable household brands in America?Named by: Claude, Gemini, Grok
Which cleaning product brands have come out with the most impressive new formulas in the last few years?Named by: ChatGPT, Claude, Gemini
Which household product brands are the most consistent in quality from one purchase to the next?Named by: Claude, Gemini, Grok

and 33 more questions whose answers named Clorox.

The evidence

One snapshot, measured September 29, 2026. These figures come from one quarterly run of 1,250 answers (95% range 6–9%), not a ranking or a trend. The questions never named Clorox.

How the answers frame Clorox

This snapshot, measured on 2026-09-29, covers 250 benchmark questions across ChatGPT, Claude, Gemini, Perplexity and Grok, none of which named a brand. Clorox was named in 90 of 1,250 answers. By assistant, that was Grok 32 of 250, Claude 18, ChatGPT 16, Gemini 13 and Perplexity 11. The eight stored answers below are a sample of those 90.

The dominant frame is Clorox as a name in a list. Perplexity's answer on dependable cleaning supplies put Clorox first among its picks and said it led all-purpose cleaners in a 2026 trust ranking. Claude and Gemini named Clorox among consumer-goods employers. Gemini's answer credited it with a focus on ESG issues and employee culture. By question intent, visibility was highest on leadership (18%), trust (15%) and employer (13%). It was near zero on sustainability (1%) and sourcing transparency (0%), and low on safety (3%) and value (3%).

Three answers used Clorox as a reference point rather than a recommendation. Claude and ChatGPT both named it on the plant-based price-per-ounce question. Claude said it could not find direct price comparisons with Clorox or Lysol. Claude also said its search results on customer support responsiveness covered product quality and trust, not support. ChatGPT's answer on customer service included working notes saying Clorox and Lysol scored low in household, as it read its search snippets.

Grok's answer is the outlier. Asked whether big cleaning companies are more or less trustworthy than eco startups, it named Clorox among large firms and described multiple Pseudomonas aeruginosa contamination incidents, class actions, settlements and a civil penalty for delayed reporting. It cited a court document and a violations database. The tagged "credited for" themes are thin (mostly "Not Substantive"), so the answers mostly name Clorox without saying why.

In a 2026 trust ranking, Clorox led all-purpose cleaners; Lysol was also highly ranked.
Perplexity, answering “most dependable brands for cleaning supplies?”

What the press is saying

In the PeakMetrics news index, Clorox had 3,293 mentions over the last 30 days, with 710 carrying the brand in the headline. The recent headlines center on a recall. One covers a class action over alleged Mistolin and Lestoil contamination, and another describes products recalled over "dangerous bacteria." A third storyline is financial: whether CLX stock is underperforming the consumer staples sector.

Against its sector peers in this snapshot, Clorox's news volume is mid-range. It is well below Coca-Cola (22,781 mentions), Nestle (12,010) and PepsiCo (11,214), and above Kimberly-Clark (2,334) and Mars (1,859).

Highly regarded for its focus on environmental, social, and governance (ESG) issues.
Gemini, answering “I'm a recent grad who wants to work for a top-tier household products company. Which ones are the industry leaders with the best career prospects?”

The gap

The press story is a contamination recall, litigation and a stock-performance question. The AI story in most of these answers is a familiar, trusted household name and a solid employer. The recall appeared in the sampled Grok answer and did not appear in the Perplexity, Gemini or Claude answers in the sample.

Grok's share of Clorox mentions is also the largest (32 of 250 answers). The assistant that named Clorox most often is the one whose sampled answer used the recall. That is a single answer in a sample, not a pattern, but it shows that recall coverage can reach AI answers when a question is about trust.

Clorox's visibility (90 answers) sits well below Procter & Gamble (314) and Unilever (269), which often appeared beside it in the employer and trust answers. Press volume and AI visibility do not track each other here. Coca-Cola has far more news coverage and fewer answer appearances than Procter & Gamble.

…product contamination recalls (such as Clorox’s multiple incidents involving *Pseudomonas aeruginosa* bacteria in Pine-Sol and other cleaners…
Grok, answering “Are the big名 cleaning product companies more or less trustworthy than small eco startups?”

What to watch

For a comms team, the useful signal is which questions carry which story. Trust and leadership questions surfaced Clorox as a dependable name in Perplexity's answer. A question that asks directly whether companies can be trusted surfaced the recall in Grok's. Test the trust-framed benchmark questions across all five assistants and track whether the contamination narrative spreads beyond Grok.

Also watch the cited domains. Grok's answer drew on a court document, a violations tracker and consumer-advocacy sources. These are single live answers that vary between runs, so treat this as a baseline for comparison, not a ranking or a trend.

The evidence

Where Clorox 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
    6%4–10%
  2. Claude
    7%5–11%
  3. Gemini
    5%3–9%
  4. Perplexity
    4%3–8%
  5. Grok
    13%9–18%

Appeared in

The 12 questions whose answers named Clorox most often, with each assistant that named it. 45 questions named it in all. The questions did not mention the brand.

  • most dependable brands for cleaning supplies?ChatGPTClaudeGeminiPerplexityGrok
  • Who are the market leaders in household cleaning products?ChatGPTClaudeGeminiPerplexityGrok
  • I'm a recent grad who wants to work for a top-tier household products company. Which ones are the industry leaders with the best career prospects?ChatGPTClaudeGeminiPerplexityGrok
  • Rank the top household cleaning brands by how responsive their customer support is.ChatGPTClaudeGeminiGrok
  • Is it true that many 'natural' personal care brands are owned by giant corporations, and which of those parents are considered the most responsible?ClaudeGeminiPerplexityGrok
  • How do plant-based cleaning brands compare on price per ounce with mainstream ones?ChatGPTClaudeGrok
  • Rank the most trusted household brands among American consumers.ChatGPTClaudeGrok
  • I run a small office and want to buy cleaning supplies in refillable or bulk formats. Which suppliers or brands should I look at?ChatGPTClaudeGrok
  • I'm building an investment portfolio and want dividend-paying staples stocks. Which household goods companies have the strongest balance sheets?ClaudePerplexityGrok
  • What are the most valuable household brands in America?ClaudeGeminiGrok
  • Which cleaning product brands have come out with the most impressive new formulas in the last few years?ChatGPTClaudeGemini
  • Which household product brands are the most consistent in quality from one purchase to the next?ClaudeGeminiGrok

Visibility by question type

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

  1. Reliability and quality
    9%5–16%
  2. Trust and reputation
    15%9–24%
  3. Value and price
    3%1–9%
  4. Customer service
    9%5–16%
  5. Safety and security
    3%1–9%
  6. Innovation
    7%3–14%
  7. Leadership and scale
    18%12–27%
  8. Employer and workplace
    13%8–21%
  9. Sustainability and ethics
    1%0–7%
  10. Avoid and risk
    6%3–14%
  11. Ingredient quality and health
    4%2–9%
  12. Sourcing and supply chain transparency
    0%0–4%
  13. Packaging and waste reduction
    6%3–13%
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 Clorox 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.

  • Not Substantive3 answers
  • Customer Experience1 answer
  • Sustainability & Ethics1 answer
  • Safety & Compliance1 answer

Press rank and AI rank

Where Clorox 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

#9 of 15

  1. 9

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

Rank by news mentions

#12 of 15

  1. 12

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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