Company
MMumsnet
Sample prompts where it appears
Brands:BBabycenter Community,WWhat To Expect Community,TThe Bump Community,MMumsnet,NNetmums
Brands:BBabycenter Community,WWhat To Expect Community,TThe Bump Community,Reddit,MMumsnet
Brands:BBabygearlab,TThe Bump,WWhat To Expect,LLucie S List,MMomjunction
Brands:GGood Housekeeping,Wirecutter,
Consumer Reports,RReal Simple,
The Strategist
Brands:Stack Exchange,
Quora,
Reddit,
Stack Overflow,SServer Fault
Brands:The New York Times,
Wirecutter,GGood Housekeeping Institute,MMumsnet,RReal Homes
How did Obsurfable measure this?
Obsurfable records AI answers to buyer-style prompts in its research corpus (6 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.