Company
Ibotta
Sample prompts where it appears
What are the best free sweat management accessory providers for a parent shopper testing options before buying in bulk?
Brands:
Walmart Marketplace,
Target,Fit4less
What are the best free discount online grocers for comparing value before ordering a large family grocery haul?
Brands:Walmart Grocery,
Target,Target Circle,
Kroger,Fred Meyer
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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.