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Retinol

Latest four-week snapshot through 2026-07-31 · 1 wave. Use the controls above to change the window.

1%share of voice · 1 of 90 recommendation answers
0%named first in recommendation answers
40%positive tone · 2 of 5 coded mentions

Retinol · 1 wave · n=90 answers, pooled

By assistant

How often each assistant brings the brand up in recommendation answers.

assistantshare of voiceanswers
ChatGPT3%1 of 30
Claude0%0 of 30
Gemini0%0 of 30

Share of recommendations over time

Wave-by-wave share of recommendation answers that named this brand.

waveshare of voiceanswerschange
2026-07-311%1 of 90

What they call it

Recurring descriptions in the assistants' own words, grouped by theme.

In their words

5 exact quoted mentions in this snapshot, grouped by coded tone.

What they recommend

“If you are mainly seeking a gentler entry point, over-the-counter adapalene (for acne) or a lower-strength retinol may be easier to tolerate.”
ChatGPT · 2026-07-31 · Retinol
“over-the-counter adapalene or retinol may be a gentler starting point”
ChatGPT · 2026-07-31 · Retinol

Where they hedge

“Plain retinol is generally less potent and less directly studied for acne.”
ChatGPT · 2026-07-31 · Retinol
“If you want something gentler to start, over-the-counter retinol is a lower-strength, less irritating alternative, though generally less potent”
Claude · 2026-07-31 · Retinol
“If you only want a very low-irritation option, OTC adapalene or a gentler retinol may be a better starting point.”
ChatGPT · 2026-07-31 · Retinol

Where this comes from

0 of 5 mentions appear alongside an identifiable web citation. Citation does not establish causation.

cited sourcementions

Method: fixed shopper questions asked repeatedly to Claude, OpenAI GPT and Gemini with web search on. Shares are the percentage of recommendation answers mentioning the brand. Quotes are AI outputs; full transcripts are kept as receipts.