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Neutrogena · Beauty & Personal Care

AI answers treat Neutrogena as a drugstore staple, and as a recall example on safety questions

Across these assistant answers, Neutrogena shows up mostly when people ask what skincare works or which brands have faced contamination claims. The press is covering a recall trial, a class action settlement and a product launch at the same time.

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

In AI answers

Visibility

7%

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

Answers naming it

92 / 1,250

Position by visibility

#7 of 15

In this snapshot only

In the press

News mentions

948

PeakMetrics news index, last 30 days.

Neutrogena in the headline

75

Rank by press volume

#10 of 15

Within this sector

Neutrogena gets more AI mentions than press. It ranks #7 of 15 by AI visibility but #10 by news volume. The sampled answers named it more often than its share of coverage would predict.

Named in 43 of 250 questions, the 12 most-named shown

Question
Top-rated dandruff shampoos that work on stubborn flaking?Named by: ChatGPT, Claude, Gemini, Perplexity, Grok
Which drugstore brands use clinically proven active ingredients like retinol and niacinamide at effective concentrations?Named by: ChatGPT, Claude, Gemini, Perplexity, Grok
Which sunscreen brands have the cleanest safety records when it comes to recalls?Named by: ChatGPT, Claude, Gemini, Perplexity, Grok
My teenage son has moderate acne. What face wash and treatment brands do pediatric dermatologists tend to recommend?Named by: ChatGPT, Claude, Perplexity, Grok
Which eye makeup brands are safest for contact lens wearers?Named by: Claude, Gemini, Perplexity, Grok
What drugstore skincare brands actually deliver consistent results?Named by: ChatGPT, Gemini, Perplexity, Grok
Which drugstore skincare brands do dermatologists actually trust?Named by: Claude, Gemini, Perplexity, Grok
What are the best affordable sunscreens that dermatologists recommend?Named by: Claude, Gemini, Perplexity, Grok
Which skincare brands are the most effective?Named by: ChatGPT, Claude, Grok
Which cosmetics brands have had the most lawsuits over contaminated products?Named by: Claude, Gemini, Grok
Best sunscreen brands that actually test to their SPF claims?Named by: Gemini, Perplexity, Grok
best sunscreen for oily skin that doesn't break me out?Named by: Claude, Gemini, Grok

and 31 more questions whose answers named Neutrogena.

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 Neutrogena.

How the answers frame Neutrogena

This is a snapshot from 2026-09-29: 250 category questions, none naming a brand, put to ChatGPT, Claude, Gemini, Perplexity and Grok. Neutrogena was named in 92 of the 1,250 answers. By provider that was Grok 30, Gemini 19, Claude 16, ChatGPT 15 and Perplexity 12, each out of 250. Its visibility was highest on product-efficacy questions (32%) and safety questions (14%). It was at or near zero on service, employer and innovation questions.

Two storylines run through the 13 stored answers we reviewed. In the first, Neutrogena is an everyday basic. Gemini's drugstore answer listed it alongside CeraVe, La Roche-Posay, The Ordinary and Eucerin. Perplexity credited it for facial cleanser in a category survey and named its T/Sal shampoo for thick flakes. Claude's device answer listed Neutrogena Skin360 among smart skincare products. ChatGPT included it in a three-step budget routine with CeraVe.

In the second storyline, Neutrogena appears as an example in recall and lawsuit answers. ChatGPT's recall answer, Grok's recall answer and Gemini's lawsuit answer each tied the brand to benzene in aerosol sunscreens. Grok's lawsuit answer grouped it under Johnson & Johnson's talc litigation. The brand's credited attributes in the data are few and skew toward safety and compliance, with four credits there against one for reliability and operations.

A classic, reliable brand that excels in hydration (e.g., the Hydro Boost line) and basic staples like gentle cleansers and sunscreens.
Gemini, answering “What drugstore skincare brands actually deliver consistent results?”

What the press is saying

PeakMetrics' news index logged 948 mentions of Neutrogena over the last 30 days, 75 of them with the brand in the headline. The headlines cover four things. One is a class action settlement notice for people who used Skin360 skin assessments. Another is the launch of a new sunscreen technology called Cloud-Tech. A third is a law.com item on a Philadelphia defense verdict in the first Neutrogena sunscreen recall trial. The fourth is retail coupon coverage.

In this snapshot, Neutrogena's news volume sits in the same range as Dove and Clinique and is well below Sephora, Ulta Beauty and L'Oréal. Its news count is close to that of CeraVe (861), which was named in more answers (165 against 92).

Multiple aerosol sunscreens recalled in 2021 (and related alerts) due to low levels of benzene.
Grok, answering “Which sunscreen brands have the cleanest safety records when it comes to recalls?”

The gap

The press story is current and specific: a trial outcome, a settlement notice and a launch. In the answers we reviewed, the safety story is the 2021 aerosol benzene recall, and it is told as a settled fact about the brand. None of the stored answers mentioned the recall trial verdict, the Cloud-Tech launch or the Skin360 settlement.

Skin360 is the one product that appears in both places. Claude listed it as a smart skincare device, while the press headlines about it concern a class action settlement. The launch coverage does not appear to have reached these answers, at least in the sample we read.

What to watch

For a comms team, the takeaway from this snapshot is where the brand appears. It shows up when people ask what works and when they ask about recalls and lawsuits. It barely shows up on innovation or trust questions, where a launch like Cloud-Tech would be expected to matter. These are single runs, and live answers vary between runs, so treat the figures as a starting point rather than a ranking.

Worth tracking over repeated benchmark questions: whether the recall trial outcome and new product coverage begin to appear in recall answers, and which cited domains the assistants use when they describe Neutrogena's safety history. The cited domains in these answers included fda.gov and consumer or legal sites, and those sources may shape the story more than current press does.

The evidence

Where Neutrogena 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
    6%4–10%
  3. Gemini
    8%5–12%
  4. Perplexity
    5%3–8%
  5. Grok
    12%9–17%

Appeared in

The 12 questions whose answers named Neutrogena most often, with each assistant that named it. 43 questions named it in all. The questions did not mention the brand.

  • Top-rated dandruff shampoos that work on stubborn flaking?ChatGPTClaudeGeminiPerplexityGrok
  • Which drugstore brands use clinically proven active ingredients like retinol and niacinamide at effective concentrations?ChatGPTClaudeGeminiPerplexityGrok
  • Which sunscreen brands have the cleanest safety records when it comes to recalls?ChatGPTClaudeGeminiPerplexityGrok
  • My teenage son has moderate acne. What face wash and treatment brands do pediatric dermatologists tend to recommend?ChatGPTClaudePerplexityGrok
  • Which eye makeup brands are safest for contact lens wearers?ClaudeGeminiPerplexityGrok
  • What drugstore skincare brands actually deliver consistent results?ChatGPTGeminiPerplexityGrok
  • Which drugstore skincare brands do dermatologists actually trust?ClaudeGeminiPerplexityGrok
  • What are the best affordable sunscreens that dermatologists recommend?ClaudeGeminiPerplexityGrok
  • Which skincare brands are the most effective?ChatGPTClaudeGrok
  • Which cosmetics brands have had the most lawsuits over contaminated products?ClaudeGeminiGrok
  • Best sunscreen brands that actually test to their SPF claims?GeminiPerplexityGrok
  • best sunscreen for oily skin that doesn't break me out?ClaudeGeminiGrok

Visibility by question type

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

  1. Reliability and quality
    6%3–13%
  2. Trust and reputation
    7%3–16%
  3. Value and price
    12%7–20%
  4. Customer service
    0%0–4%
  5. Safety and security
    14%9–22%
  6. Innovation
    1%0–6%
  7. Leadership and scale
    2%1–7%
  8. Employer and workplace
    0%0–4%
  9. Sustainability and ethics
    3%1–9%
  10. Avoid and risk
    8%4–15%
  11. Ingredients and formulation
    7%4–14%
  12. Efficacy and results
    32%24–42%
  13. Retail and shopping experience
    2%1–7%
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 Neutrogena 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 Substantive7 answers
  • Safety & Compliance4 answers
  • Reliability & Operations1 answer

Press rank and AI rank

Where Neutrogena sits among the 15 beauty & personal care 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

#10 of 15

  1. 10

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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