Dermatologist Recommended Skin Care Brands: AI Visibility Market Discovery Index

Benchmark Summary

Questions This Section Answers

• Which dermatologist-recommended skin care brand led AI recommendation coverage in October 2026, and by how much?
• Which brands recorded the largest coverage gains and declines since the July 2026 baseline?

CeraVe led the benchmark in October 2026 with a valid recommendation coverage of 94.5%, ahead of La Roche-Posay at 92.9%, a gap of 1.6 points. Valid recommendation coverage reflects the share of qualified observations where the brand appeared in a valid recommendation shortlist.

Three brands recorded significant coverage increases since the July 2026 baseline, and three recorded significant declines. Vanicream recorded the largest coverage increase, rising to 73.1% in October 2026 from 64.7% in July 2026, a gain of 8.4 points. CeraVe rose to 94.5% in October 2026 from 90.7% in July 2026, up 3.8 points, and La Roche-Posay rose to 92.9% in October 2026 from 89.1% in July 2026, also up 3.8 points. Aveeno recorded the largest coverage decline, falling to 40.5% in October 2026 from 46.4% in July 2026, a drop of 5.9 points. Neutrogena fell to 50.3% in October 2026 from 55.5% in July 2026, down 5.2 points, and Eucerin fell to 27.7% in October 2026 from 32.7% in July 2026, down 5.0 points.

Across the full July 2026 to October 2026 series, Aveeno declined in each of the three months since July 2026, and Vanicream and SkinCeuticals each rose in all three intervening months. CeraVe and La Roche-Posay each recorded a month-over-month increase beyond normal variation from September 2026 to October 2026, extending gains already underway since the baseline. The month was mixed overall: the coverage leader remained CeraVe, and the gap between Vanicream and lower-coverage brands such as Aveeno widened from 18.3 points at the July 2026 baseline to 32.6 points in October 2026.

The benchmark began with 800 prompt-surface observations in each month and produced 770 qualified observations in October 2026 after qualification.

Current Benchmark at a Glance

Qualified surface breadth counts the canonical AI/search surface families with at least one qualified observation: ChatGPT, Copilot, Gemini, Perplexity, AI Overviews, and AI Mode. Intermediate months August 2026 and September 2026 also reached six families.

For the strategic interpretation of this benchmark, read CiteWorks Studio's analysis of How AI Search Is Recommending Dermatologist Recommended Skin Care Brands

Research Scope and Qualification

The public benchmark is narrower than the raw collection universe by design. This section shows how observations moved from raw prompts to the qualified set used for brand-level percentages.

Brand-level percentages use the qualified observations as the public denominator, not the raw collection. See the AI Visibility Market Discovery Methodology for full detail.

Current Brand Standings

Questions This Section Answers

• How did the 10 tracked skin care brands rank by valid recommendation coverage in October 2026?
• Which brands lead on top-three and rank-one placement, not just overall coverage?

This table is the primary current-month benchmark view, sorted by valid recommendation coverage.

How to Read the Standings

• Presence rate: share of qualified observations where the brand is mentioned at all.
• Valid recommendation coverage: share of qualified observations where the brand appears in a valid recommendation shortlist.
• Top-three rate: share of qualified observations where the brand is recommended in the top three positions.
• Rank-one rate: share of qualified observations where the brand is the first or only recommendation.
• Net sentiment: positive minus negative sentiment across brand mentions, on a scale from -1 to 1.

For formulas and denominator rules, see AI Visibility Market Discovery Metric Definitions.

Recommendation Coverage Movement

Questions This Section Answers

• Which skin care brands moved beyond normal variation between July and October 2026?
• What changed for Vanicream and Aveeno, the largest increase and largest decline?

Coverage movement runs from the July 2026 baseline to October 2026.

Aveeno's coverage fell in each of the three months since July 2026, moving down beyond normal variation from July 2026 to October 2026. Vanicream's coverage rose in each of the three months and its cumulative change exceeded normal variation. SkinCeuticals also rose in all three intervening months but its cumulative change remains within normal variation. CeraVe and La Roche-Posay each recorded a month-over-month increase beyond normal variation from September 2026 to October 2026.

Largest Increase: Vanicream

Vanicream's valid recommendation coverage rose to 73.1% in October 2026 from 64.7% in July 2026, an increase of 8.4 points. The brand's presence rate rose to 73.8% in October 2026 from 68.6% in July 2026, up 5.2 points, and its top-three rate rose to 32.5% in October 2026 from 20.7% in July 2026, up 11.8 points. Vanicream's coverage increased in each of the three months since July 2026, and it recorded the largest cumulative gain in the benchmark.

Largest Decline: Aveeno

Aveeno's valid recommendation coverage fell to 40.5% in October 2026 from 46.4% in July 2026, a decline of 5.9 points. The brand's presence rate fell to 41.9% in October 2026 from 51.7% in July 2026, down 9.8 points. Aveeno's coverage declined in each of the three months since July 2026, the only sustained decline across the full series.

Category Leader: CeraVe

CeraVe retained the top coverage position, rising to 94.5% in October 2026 from 90.7% in July 2026, a gain of 3.8 points. Its top-three rate rose to 82.0% in October 2026 from 61.8% in July 2026, up 20.2 points, and its rank-one rate rose to 54.9% in October 2026 from 40.2% in July 2026, up 14.7 points. La Roche-Posay remained close behind at 92.9% in October 2026, up 3.8 points from 89.1% in July 2026.

Recommendation Placement Snapshot

Questions This Section Answers

• How do CeraVe and La Roche-Posay differ on top-three and rank-one rates despite similar coverage?
• Why can similar recommendation coverage hide very different first-position shares?

Coverage alone does not show how prominently a brand is recommended. Among the leading brands, placement rates reveal different first-position shares.

CeraVe's first-position rate rose 14.7 points from July 2026 to October 2026, reaching 54.9%, while La Roche-Posay's rank-one rate held near 18%. Similar coverage can still hide very different first-position rates: CeraVe and La Roche-Posay sit close on overall coverage but differ sharply on how often each leads the recommendation.

Buyer-Intent Distribution

Questions This Section Answers

• What buyer-intent classes did the qualified observations cover in this benchmark?
• What do the empty Pricing & Value and Multi-Brand Comparison classes mean for reading these standings?

All qualified observations in the current public series fell into the Brand Recommendation class, which captures discovery and consideration-stage questions seeking brand recommendations.

The current public series measures the Brand Recommendation class of discovery and does not yet contain qualified observations in the Pricing & Value or Multi-Brand Comparison classes.

Historical Measurement Record

Questions This Section Answers

• Has CeraVe held the coverage lead across every measurement period since July 2026?
• Which brand recorded the largest coverage movement in each recorded month?

This is an evergreen benchmark URL. New measurements are added to the same report.

Evidence and Source Layer

Questions This Section Answers

• What does source presence in the benchmark actually tell us about why a brand gets recommended?
• Which information sources did AI platforms cite most when recommending dermatologist-recommended skin care brands?

The benchmark is built from prompt-level observations that retain the query, AI/search surface, answer, brand outcome, recommendation placement, sentiment, and, where exposed, citations or attributable evidence sources. Source presence is evidence about the information environment, not automatic proof that the source caused the recommendation.

Scope Boundaries

This public benchmark does not measure the following:

• Market share or sales attribution of any kind.
• Every possible AI response, since only a sample of surfaces and prompts is captured.
• Organic-search ranking or performance outside AI/search surfaces.
• Social mention volume or other non-AI brand signals.
• Private or sponsored channels not included in the benchmark.
• Causality from a metric movement alone, since the benchmark records change rather than explaining it.

Top 10 Cited Domains

Across all AI platform responses in the October 2026 measurement period, the benchmark observed 7,627 citations drawn from 1,405 unique domains.

Citations are broadly distributed rather than concentrated: the top 10 domains together account for a minority of all citations across 1,405 unique domains. No tracked brand's own domain appears in the top 10. Beauty and lifestyle editorial sites (allure.com, byrdie.com), news outlets (nbcnews.com, nytimes.com), and commerce platforms (amazon.com, target.com) all feature prominently, alongside general search and social sources, indicating that AI recommendations in this vertical draw on a mix of editorial, retail, and community information.

About This Benchmark

The LLM Authority Index AI Visibility Market Discovery Index tracks how brands surface across major AI search and assistant surfaces, using a neutral, observation-based methodology that records presence, recommendation coverage, placement, and sentiment month to month. The six canonical surface families tested are ChatGPT, Copilot, Gemini, Perplexity, AI Overviews, and AI Mode.

• AI Visibility Market Discovery Methodology
• AI Visibility Market Discovery Metric Definitions
• AI Visibility Market Discovery Research Standards
• Modeled AI Visibility Authority Value

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