Company
Skincare
Sample prompts where it appears
Which ingredient-focused skincare publishers are known for clear safety notes and hypoallergenic options?
Brands:The Ordinary,Paula S Choice,
CeraVe,
La Roche-Posay,Vanicream
What are the best beauty review and comparison publishers for comparing skincare options before buying?
Brands:Allure,Instyle,The Strategist,
Wirecutter,Skincare
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How did Obsurfable measure this?
Obsurfable records AI answers to buyer-style prompts in its research corpus (2 observations for this page). Metrics are distributions over observations, not a single static ranking.
Which AI systems does Obsurfable collect answers from?
OpenAI, ChatGPT, Google, Gemini, Google AI Mode, Anthropic, Claude, Perplexity, Grok, DeepSeek, Mistral, Copilot, and Meta AI.