How often is CeraVe recommended by AI?

CeraVe appeared 11 times across all agent responses in our latest skincare benchmark.

What's the best budget skincare according to AI?

Under budget-constrained prompts, AI models most frequently recommend CeraVe.

Are skincare AI recommendations biased?

We classify AI models by commercial interest: Claude (independent), Perplexity (search-grounded), ChatGPT and Gemini (commerce-influenced). Commerce-influenced models may weight products with advertising or shopping integrations differently.

How does RecoScope track skincare recommendations?

We run three standardized prompts through ChatGPT, Claude, Gemini, and Perplexity, then parse every response for brand mentions, rank position, and frequency. Evergreen categories are benchmarked monthly.

Apr 17 Apr 27 May 7 May 17 May 28 Jul 11 Jul 21 Sep 4

Evergreen monthly benchmark — Sep 4

Skincare

Sep 4

Rank Trend

How top brands moved week over week. Rank 1 is the top position.

CeraVe appears in every single response that named a brand at all. It takes a top three position on all four engines and first place on three of them. La Roche-Posay is the consistent second and also reaches the top three everywhere. Below those two the engines diverge more sharply than in any category measured so far.

Top Brands by AI Mention Frequency

Mention frequency counts how many times a brand appeared across all AI responses. This differs from top-pick rank, which reflects each model’s #1 choice.

Overall Leader = most total mentionsTied #1 = tied for most mentionsHigh Consensus = top 3 in 3+ modelsTop in [Model] = #1 pick by that model onlyNever Top-Picked = high mentions but not in any model’s top 3

1CeraVeOverall Leader11

2La Roche-PosayHigh Consensus8

3The OrdinaryTop in Claude6

4Neutrogena6

5Vanicream3

Opportunity for Brands

Neutrogena is the clearest case of reach without authority here.
It is named by all four engines and reaches the top three on none of them.
The Ordinary has the opposite shape and is worth watching for it.
It is named by only three engines but reaches the top three on two of those, including first place on Claude.
Ten of the nineteen brands were named exactly once and every one of them appeared on a single engine.
Which engine a challenger brand can reach matters more in skincare than in any category measured so far.

Cross-Agent Comparison

How 4 AI models rank the same category. Hover a brand to trace it across models.

4 agents · top 3 each

Agent	#1	#2	#3
chatgpt	CeraVe	The Ordinary	La Roche-Posay
claude	The Ordinary	CeraVe	La Roche-Posay
gemini	La Roche-Posay	CeraVe	Cetaphil
perplexity	CeraVe	La Roche-Posay	Vanicream

What This Means

The top of the table agrees and the middle does not.
Three engines put CeraVe first and Gemini puts La Roche-Posay first, but all four rank both in the top three.
Breadth is where they part company.
Gemini named fourteen distinct brands and Claude named five.
Gemini alone accounts for eight brands that no other engine mentions, including Cetaphil in its own top three.
Perplexity answered the open question entirely in ingredients and named no brand in that response.

Why These Brands Win

Simplicity is the reason given most often, and every engine argues for three or four products rather than ten.
Ceramides and barrier support are the ingredient language used to justify the leaders.
Daily broad spectrum sunscreen is named by all four engines as the single highest value step.
Fragrance free formulation is treated as a requirement rather than a preference.
Every engine also warned against introducing several active ingredients at once.

Frequently Asked Questions

What skincare does AI recommend most?▾

CeraVe leads with 11 total mentions across ChatGPT, Claude, Gemini, and Perplexity in our latest benchmark.

Which skincare brand ranks #1 across all AI models?▾

CeraVe is the overall leader by mention frequency.

Why does ChatGPT recommend different skincare than Claude?▾

The top of the table agrees and the middle does not. Three engines put CeraVe first and Gemini puts La Roche-Posay first, but all four rank both in the top three. Breadth is where they part company. Gemini named fourteen distinct brands and Claude named five. Gemini alone accounts for eight brands that no other engine mentions, including Cetaphil in its own top three. Perplexity answered the open question entirely in ingredients and named no brand in that response.

What skincare brands are invisible to AI?▾

Neutrogena is the clearest case of reach without authority here. It is named by all four engines and reaches the top three on none of them. The Ordinary has the opposite shape and is worth watching for it. It is named by only three engines but reaches the top three on two of those, including first place on Claude. Ten of the nineteen brands were named exactly once and every one of them appeared on a single engine. Which engine a challenger brand can reach matters more in skincare than in any category measured so far.

How we measure this

Each benchmark runs the same standardized prompts across multiple leading AI systems, including ChatGPT, Claude, Gemini, and Perplexity. We use consistent, category-specific questions designed to surface genuine product recommendations — not sponsored results.

Responses are parsed to extract brand mentions, rank position, and frequency. We then analyze cross-model agreement, identify which brands consistently appear in top positions, and flag where AI outputs diverge from marketplace trends.

Evergreen categories are benchmarked monthly. Results reflect organic AI behavior at the time of testing. Read the full methodology

How this report was produced

Evaluation period: Sep 4
Cadence: Monthly
Prompts evaluated: 3
Review status: Published after human review
Models included: ChatGPT, Claude, Gemini, Perplexity

Full details of how prompts are run, parsed, normalized, and scored are in the methodology, and the platform page explains how the system is built and operated.

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