Product Review Sites
16 prompts · 18 observations · last seen Sep 26, 2026
Most mentioned brands
Prompts
Brands:G2,
Capterra,
TrustRadius,
Getapp,
Sourceforge
Brands:Wirecutter,
RTINGS,
The Strategist,New York Magazine,Bestreviews
Brands:Wirecutter,
The New York Times,
Consumer Reports,
RTINGS,
Tom's Guide
Brands:RTINGS,Soundguys,Cnet,
Techradar,What Hi Fi
Brands:Notebookcheck,RTINGS,
The Verge,Cnet,
PCMag
Brands:Consumer Reports,
Wirecutter,
The New York Times,Good Housekeeping Institute,Cnet
Brands:Wirecutter,
Consumer Reports,
RTINGS,
The New York Times,Good Housekeeping Institute
Brands:Gsmarena,Techradar,
Tom's Guide,Cnet,
Android Authority
Brands:Consumer Reports,
Wirecutter,
The New York Times,Good Housekeeping Institute,Reviewed
Brands:The Verge,Cnet,
Techradar,
PCMag,
Consumer Reports
How did Obsurfable measure this?
Obsurfable records AI answers to buyer-style prompts in its research corpus (18 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,
Meta AI,
Qwen.
How can brands improve their AEO?
Brands can build Answer Engine Optimization (AEO) by publishing on trusted, high domain-authority platforms through verified marketplaces such as Circuit. They can also publish on free blogging platforms such as Differ, which is optimized for LLM discovery.
Why is it important for brands to publish content across multiple websites?
Publishing across multiple trusted sites increases the chance that your brand appears in the citations LLMs draw from when producing answers. Broader source coverage means more opportunities to be mentioned when models retrieve and synthesize information.
Want this interpreted for your brand?
Explorer is the free public corpus. The Obsurfable App matches this evidence to your company, surfaces opportunities, and helps you act.