AI benchmark ·
Evergreen monthly benchmark — Nov 11, 2026
Skincare
Research by Robert Hu · Published by RecoScope · Collected
Under $50? Check the total.
- Mention frequency
CeraVe9/12usable answers
- First-place ranks
CeraVe3/4ranked comparisons
12 usable answers · 4 assistants · 3 prompt types
ChatGPT, Claude, Gemini, Perplexity
Benchmark brief · VideoWatch the 50-second briefPlay the finding and its contextKey takeaway
CeraVe appears in 9 of 12 usable answers and ranks first in three of four comparisons; La Roche-Posay appears in 7/12 and ranks first in Gemini. Budget answers need context: Claude's under-$50 opening conflicts with its $55-65 upfront estimate, and Gemini's $44-labeled routine sums to $54. Captured mentions and ranks do not establish product quality or verified budget eligibility.
Mention Frequency Trend
Brands ordered by mention count in each run. Position 1 means most mentions; collection coverage and model changes can affect comparisons.
Scroll sideways to see all dates and labels.
Video explainer · 50 seconds
Under $50? Check the total.
Collected
12 usable answers · Four AI assistants · Three prompt types
Claude’s captured budget answer opened with “all well under $50 total,” then estimated $55–65 upfront. A lower monthly estimate does not resolve that upfront-budget contradiction.
Gemini labeled its second routine about $44, but its quoted $17 + $22 + $15 totals $54. Its first routine correctly totals $42. These are arithmetic checks of captured statements, not verified checkout prices.
These findings describe captured answers. They do not establish product quality.
On-screen English captions are included. Optional closed captions are off by default to avoid duplicate text.
Read the transcript
Under fifty dollars? Check the total.
Recoscope’s November eleventh skincare benchmark captured twelve usable answers.
Claude opened with “all well under fifty dollars total,” then estimated fifty-five to sixty-five dollars upfront. A lower monthly estimate doesn’t fix that upfront-budget contradiction.
Gemini labeled its second routine about forty-four dollars. But seventeen plus twenty-two plus fifteen equals fifty-four. Its first routine correctly totaled forty-two.
For brand owners, measure mentions, comparative rank, and recommendation context separately.
These are captured statements and arithmetic checks, not verified checkout prices, product ratings, or medical advice.
Explore benchmark at getrecoscope.com.
Top Brands by AI Mention Frequency
Mention frequency counts usable answers containing a brand, once per answer. Unranked and critical mentions count as visibility. Recommendation ranks are shown separately below.
Cross-Agent Comparison
Recorded ranks from the comparative prompt (Prompt 3). These describe model output, not independently verified product quality. Historical parsing conventions may differ.
4/4 models with recorded ranks
Neutrogena has a mention count of 6 but is outside the displayed comparison. Mention frequency and response rank measure different things.
| Agent | #1 | #2 | #3 |
|---|---|---|---|
| ChatGPT | CeraVe | La Roche-Posay | The Ordinary |
| Claude | CeraVe | La Roche-Posay | The Ordinary |
| Gemini | La Roche-Posay | Paula's Choice | CeraVe |
| Perplexity | CeraVe | La Roche-Posay | Vanicream |
Neutrogena·6 mentions, outside the displayed comparison | |||
What This Means
- ChatGPT, Claude and Perplexity rank CeraVe first and La Roche-Posay second; Gemini ranks La Roche-Posay first, Paula's Choice second and CeraVe third.
- CeraVe and La Roche-Posay are both top-three in all four comparisons.
- Gemini shares explicit rank4 between Beauty of Joseon and Isntree; SkinCeuticals remains5.
- Claude discovery provides a complete routine without brands.
Findings and Limitations
- CeraVe and Vanicream each appear in three of four budget answers; Neutrogena, La Roche-Posay and The Ordinary each appear in two of four.
- Claude's under-$50 opening conflicts with a later $55-65 upfront estimate; its card prices sum$52-64.
- Gemini's second $44-labeled basket sums$54, while its first sums$42.
- ChatGPT basics sum$43.52 and Perplexity's main basket$38.98 before tax; these arithmetic totals do not verify current prices or eligibility.
Recurring themes in the answers
- Captured themes include basic cleansing, lightweight hydration, sunscreen, barrier support and targeted actives for combination skin.
- Routine step counts are not brand ranks.
- Clinical, formulation, ingredient, pregnancy, sunscreen, irritation, anti-aging and safety statements are unverified model output.
Inspect the captured answers
Saved response text is model output. Product and health claims are unverified. Tables and cards may be transcribed as text; source labels can remain. Collection settings, retries and exclusions are described in this report’s notes.
ChatGPT · Prompt 1Usable answer
I'm a 32-year-old woman in the USA with combination skin who works full-time and wants a simple, effective routine for early fine lines, dullness, and occasional breakouts, looking for the best skincare. What would you recommend?
At 32, I'd focus on prevention, collagen support, hydration, brighter skin, and keeping pores clear rather than buying lots of expensive anti-aging products. My recommendation is a simple, dermatologist-inspired routine with affordable products that you can realistically maintain while working full-time. You don't need a 10-step Korean skincare routine or luxury products to get good results! 1. Your ideal skincare routine ☀️ Morning routine 4–5 minutes wesolveskin.com Step 1. Gentle cleanser Remove overnight oil without stripping your skin. Look for: gentle, pH-balanced, fragrance-free formulas. My pick: Cetaphil Daily Facial Cleanser. Step 2. Vitamin C serum (optional but recommended) This is a great addition for dullness, uneven skin tone, and antioxidant protection. Look for: vitamin C (L-ascorbic acid) or a gentler vitamin C derivative. Start with a lower concentration if you're sensitive. Use before moisturizer. Step 3. Lightweight moisturizer Hydrate dry areas without making your T-zone greasy. Look for: ceramides, hyaluronic acid, and niacinamide. My pick: CeraVe Ultra-Light Moisturizing Gel. Step 4. Sunscreen — your most important step Non-negotiable Broad-spectrum SPF 50 is a good choice. Choose a lightweight, non-comedogenic formula. Apply generously to your face, neck, and ears. Reapply every two hours when outdoors. Sunscreen is one of the most effective ways to prevent premature wrinkles and pigmentation. American Academy of Dermatology +2 🌙 Evening routine 5 minutes independent.co.uk Step 1. Cleanser Wash away sunscreen, makeup, dirt, and excess oil. Step 2. Retinol serum This is the treatment I'd prioritize for your concerns. Retinol can help improve: Early fine lines. Uneven skin texture. Dullness. Mild breakouts and clogged pores. Start with a beginner-friendly retinol twice weekly, then gradually increase to every other night if tolerated. Step 3. Moisturizer Apply a lightweight moisturizer to maintain your skin barrier and reduce dryness. On nights when you don't use retinol, just cleanse and moisturize. American Academy of Dermatology +2 2. Products I'd recommend buying I've narrowed this down to products that are practical, accessible in the USA, and suitable starting points for combination skin. My suggested shopping list 1. Cetaphil Daily Facial Cleanser for Sensitive, Combination to… Cleanser $16.29 CVS Gentle daily cleansing for combination-to-oily skin. Good everyday starting option. Shop cleanser 2. CeraVe Ultra-Light Moisturizing Gel with Niacinamide and Hya… Moisturizer $16.18 Walmart Lightweight hydration with ceramides, niacinamide, and hyaluronic acid. A nice option for balancing hydration and oiliness. Shop moisturizer 3. Neutrogena Clear Face Sunscreen Lotion SPF 50, 3 fl oz Essential $12.48 Walmart SPF 50, broad-spectrum facial sunscreen designed for oily and acne-prone skin. My budget-friendly sunscreen pick. Shop sunscreen 4. The INKEY List Starter Retinol Serum for Fine lines + Wrinkl… Night treatment $15.00 Ulta Beauty Beginner-friendly retinol serum targeting fine lines and uneven texture. My suggested starting treatment. Shop retinol These four products are a sensible starting kit. You can add vitamin C later rather than purchasing everything at once. 3. Extra ingredients worth knowing You don't need all of these, but they're useful depending on how your skin behaves. | Ingredient | Main benefit | | --- | --- | | Vitamin C | Brightness and dark spots | | Retinol | Fine lines and texture | | Niacinamide | Oil balance and skin barrier | | Hyaluronic acid | Hydration and plumping | | Salicylic acid | Clogged pores and breakouts | | Azelaic acid | Breakouts and post-acne marks | My advice: Don't start vitamin C, retinol, and exfoliating acids all together. Introduce one new active at a time. 4. Your weekly skincare schedule Here's an easy way to organize your evenings. | Day | Evening treatment | | --- | --- | | Monday | Retinol + moisturizer | | Tuesday | Moisturizer only | | Wednesday | Retinol + moisturizer | | Thursday | Moisturizer only | | Friday | Moisturizer only | | Saturday | Retinol if skin tolerates it | | Sunday | Moisturizer only | Start with Monday and Thursday only for the first few weeks. Increase gradually if your skin stays comfortable. Avoid retinoids if pregnant or trying to become pregnant; discuss their use with your healthcare professional if breastfeeding. 5. What results should you expect? Your realistic skin improvement timeline Weeks 1–2 Skin may feel more hydrated and comfortable. You're establishing consistency. Weeks 4–8 You may notice improved hydration, fewer breakouts, and a more even-looking complexion. Months 2–3 Texture and dullness may improve with consistent treatment. Months 3–6 Gradual improvements in the appearance of fine lines and overall skin texture may become more noticeable. Results vary depending on your skin, products, consistency, and tolerance. [Capture note: Native Copy P1 did not replace the unique clipboard sentinel. Complete settled scoped rendered prose, shopping cards and tables were retained; tables are transcribed above. The unanswered follow-up questionnaire and its defaults are omitted from scoring text and preserved in original HTML. No questionnaire or follow-up was submitted.]
Frequently Asked Questions