Media & Publishing / Review & Comparison Sites
Review & Comparison Sites
80 prompts · 86 observations · 10 brand mentions
Most mentioned brands
Prompts
Brands:Beautifulsoup,
Playwright,
Selenium,
Airflow,
Celery
Brands:Surfer Seo,
Frase,
Marketmuse,
Clearscope,
Writerzen
Brands:RTINGS,Soundguys,The Wirecutter,
Techradar,Cnet
Brands:Good Housekeeping,Consumer Reports,
Wirecutter,
The New York Times,Reviewed
Brands:Gsmarena,Techradar,
Tom's Guide,Cnet,
Android Authority
Brands:Google Shopping,
Wirecutter,
OutdoorGearLab
Brands:Wirecutter,
The New York Times,Carryology,Pack Hacker
Brands:Reddit,Board Game Quest,The Dice Tower
Brands:Switchback Travel,OutdoorGearLab,Sectionhiker,Carryology,
Brands:Wirecutter,
The New York Times,Good Housekeeping,
Consumer Reports,
RTINGS
Brands:Consumer Reports,
Wirecutter,
The New York Times,Good Housekeeping Institute,Reviewed
Brands:The Spruce,Apartment Therapy,Wirecutter,New York Times,Good Housekeeping
Brands:Wirecutter,
The New York Times,Good Housekeeping,
Consumer Reports,
RTINGS
Brands:Wirecutter,
The New York Times,America S Test Kitchen,Cook S Illustrated,
Serious Eats
Brands:Wirecutter,
Consumer Reports,Good Housekeeping,
The Strategist,Reviewed
Brands:Gsmarena,Android Authority,
Tom's Guide,
The Verge,Phonearena
Brands:Notebookcheck,The Verge,Tom S Hardware,
PCMag,
Wirecutter
Brands:Cnet,PCMag,Laptop Mag,
Tom's Guide,
RTINGS
Brands:Wirecutter,
The New York Times,
RTINGS,
Tom's Guide,
PCMag
Brands:Gsmarena,The Verge,
Tom's Guide,
Android Authority,Cnet
Brands:RTINGS,
Wirecutter,Cnet,
Techradar,Soundguys
Brands:RTINGS,
PCMag,Tom S Hardware,
Wirecutter,New York Times
Brands:Wirecutter,Tom S Hardware,Notebookcheck,Laptop Mag,
PCMag
Brands:Consumer Reports,
Wirecutter,
The New York Times,Good Housekeeping Institute,Cnet
Brands:The Verge,Cnet,
Techradar,
PCMag,
Consumer Reports
Brands:Wirecutter,
The New York Times,
PCMag,
Tom's Guide,
RTINGS
Brands:Ga4,Consent Mode V2
Brands:Google Optimize,
VWO,
Optimizely,
Wordpress
Brands:Ahrefs,
Semrush,
Ubersuggest,
Keyword Surfer,
Google Keyword Planner
Brands:Alsoasked,
Semrush,
Ahrefs,
Searchmetrics
Brands:Frase,
Surfer Seo,
Marketmuse,
Clearscope,
Semrush
Brands:Clearscope,
Marketmuse,
Frase,
Surfer Seo,Semrush Content Marketing Platform
Brands:Inlinks,Semrush Topic Research,Ahrefs Keywords Explorer,
Surfer Seo,
Marketmuse
How did Obsurfable measure this?
Obsurfable records AI answers to buyer-style prompts in its research corpus (86 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 dotdotPR. 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.