More people are turning to AI assistants for product recommendations — but do these platforms actually agree on what to recommend?
We asked four major AI platforms — ChatGPT, Google AI Overview, Perplexity, and Claude — the exact same question: "What is the best natural sunscreen?" Then we compared their answers side by side.
The results: a four-way tie at the top — and a consistent pattern where every platform converged on mineral sunscreens while diverging on which specific brands to highlight.
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Quick Answer: Which Natural Sunscreen Do AI Platforms Agree On?
No brand achieved higher than 3/5 in our snapshot. Four brands tied for the top: ILIA, Supergoop, Coola, and Badger — each appearing on 3 out of 5 platforms. Google AI led with mineral sunscreen ingredient guidance before naming any specific brand — the second consecutive clean beauty category where it prioritized ingredient education.
How We Tested
We queried each platform using the same prompt: "best natural sunscreen" and recorded every brand mentioned in their primary response. We also tracked Google's traditional organic search results as a comparison baseline — Google Organic is not an AI platform. No sponsored results were included.
Platforms tested: Google AI Overview, ChatGPT, Perplexity, Claude, and Google Organic (comparison baseline).
The Results: Which Brands Does Each AI Recommend?
Google AI Overview Recommends:
Google AI led with ingredient guidance over brand names: mineral SPF ingredients (zinc oxide for broad-spectrum coverage, titanium dioxide as an alternative), SPF 30 as a daily minimum, reef-safe certification criteria, and texture differences between tinted and untinted formulas. It then mentioned ILIA as a specific brand example. This was Google AI's second consecutive clean beauty category where it led with ingredient education rather than brand recommendations.
ChatGPT Recommends:
Cocokind, ILIA, Farmacy, Attitude, RMS Beauty, Coola, Pipette, and Badger. ChatGPT gave the most brand-forward response and was the only platform to mention Cocokind, Farmacy, Attitude, and RMS Beauty.
Perplexity Recommends:
Supergoop, Drunk Elephant, Juice Beauty, ILIA, Coola, Youth To The People, and MyChelle. Perplexity provided zinc oxide percentages, SPF ratings, and reef-safe certification details alongside each brand.
Claude Recommends:
Ao Skincare, Supergoop, Coola, Badger, Drunk Elephant, and Pipette — organized by use case and skin type. Claude was the only platform to mention Ao Skincare.
Cross-Platform Brand Scores
- ILIA — 3/5: Google AI ✓ | ChatGPT ✓ | Perplexity ✓
- Supergoop — 3/5: Perplexity ✓ | Claude ✓ | Google Organic ✓
- Coola — 3/5: ChatGPT ✓ | Perplexity ✓ | Claude ✓
- Badger — 3/5: ChatGPT ✓ | Claude ✓ | Google Organic ✓
- Pipette — 2/5: ChatGPT ✓ | Claude ✓
- Drunk Elephant — 2/5: Perplexity ✓ | Claude ✓
- Cocokind — 1/5: ChatGPT ✓
- Farmacy — 1/5: ChatGPT ✓
- Attitude — 1/5: ChatGPT ✓
- RMS Beauty — 1/5: ChatGPT ✓
- Juice Beauty — 1/5: Perplexity ✓
- Youth To The People — 1/5: Perplexity ✓
- MyChelle — 1/5: Perplexity ✓
- Ao Skincare — 1/5: Claude ✓
Google Organic = traditional top-10 search results. Included for comparison only — not an AI platform.
5 Key Takeaways
1. Four Brands Tied at the Top — the Broadest Tie in Our Series
ILIA, Supergoop, Coola, and Badger all scored 3/5 while serving entirely different market segments. This four-way tie is the broadest at the top tier across all 13 categories in our series.
2. Google AI Led with Mineral SPF Mechanics — Again
For the second consecutive clean beauty category, Google AI's primary response focused on ingredient education before brand recommendations — covering zinc oxide vs. titanium dioxide, SPF math, reef-safe criteria, and tinted vs. untinted texture. It named only one specific product (ILIA).
3. Mineral SPF Anchored Every Response
Every platform framed "natural sunscreen" as mineral sunscreen. No AI platform recommended a brand using chemical UV filters alone. Among the top four brands, Badger and Pipette are zinc oxide exclusives; ILIA and Coola use mineral-primary formulas.
4. The Brand Pool Spread Across Very Different Price Points
Badger (~$15) and Supergoop (~$42) scored identically at 3/5. In our snapshot, AI platforms did not appear to cluster recommendations by price tier.
5. Across Our Snapshot, AI Platforms Consistently Associated ILIA, Coola, and Pipette with Natural SPF Across Multiple Clean Beauty Contexts
ILIA (also surfaced in face moisturizer data), Coola (recurring in natural SPF coverage), and Pipette (body wash, now sunscreen) have appeared across multiple clean beauty categories. Cocokind — prominent in face moisturizer data — was mentioned by ChatGPT here as well. Across our snapshot, AI platforms consistently associated these brands with natural personal care across more than one product line.
Methodology
This analysis was conducted by OriginSelect in March 2026. We queried each platform using the exact phrase "best natural sunscreen" and recorded all brand mentions from the primary response. Google Organic results reflect the top 10 search results and are included as a comparison baseline, not as an AI platform. No brands were sponsored or paid for inclusion.
Frequently Asked Questions
Which natural sunscreen do AI platforms agree on most?
In our March 2026 snapshot, four brands tied at 3/5: ILIA, Supergoop, Coola, and Badger. No brand scored higher. With four brands tied at the top, this is the most fragmented result in our 13-category series to date.
What makes a sunscreen "natural"?
"Natural" is not a regulated term for sunscreen in the US. AI platforms in our snapshot consistently associated it with mineral UV filters (zinc oxide or titanium dioxide), absence of chemical UV filters like oxybenzone and octinoxate, and certifications such as reef-safe, EWG Verified, or MADE SAFE.
What's the difference between mineral and chemical sunscreen?
Mineral sunscreens use zinc oxide or titanium dioxide to physically block UV rays. Chemical sunscreens use UV-absorbing molecules. Every AI platform in our snapshot used "mineral sunscreen" as the primary framing for "natural" sunscreen, and no platform recommended a brand using chemical filters alone as a natural pick.
Why did Google AI focus on ingredients again instead of brands?
This was the second consecutive clean beauty category where Google AI prioritized ingredient education before brand recommendations — the first being face moisturizer. It may reflect how Google frames SPF as a health-adjacent category where mechanism guidance matters more than brand selection.
How does sunscreen compare to other clean beauty categories?
Shampoo had two 5/5 leaders (Rahua and Innersense). Deodorant had one 5/5 leader (Native). Body wash had Dr. Bronner's at 5/5. Face moisturizer had a 3-way tie at 3/5. Sunscreen has a 4-way tie at 3/5 — the most fragmented result in our 13-category series to date.
See our full series for all 13 category breakdowns.
Last updated: March 24, 2026. This analysis does not constitute product safety advice. No brands paid for inclusion.
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