Company
Lidl
Sample prompts where it appears
What are the best free confectionery brand lists for evaluating mass-market distribution and retail fit?
Brands:Walmart,
Target,Tesco,Sainsbury S,Carrefour
What are the best free grocery retail ad providers for comparing options for packaged goods and weekly deals?
Brands:Meta Ads Library,Google Ads Transparency Center,
Walmart,
Kroger,
Target
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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.