Company
College Scorecard
Sample prompts where it appears
What's the most trusted community college websites for quickly comparing tuition, aid, and transfer-friendly programs?
Brands:College Navigator,Nces,College Scorecard,Common,Assist
What are the best free program comparison websites for researching graduate degrees and career outcomes?
Brands:College Scorecard,Gradreports,Peterson S Graduate Programs,Niche,U S News Best Graduate Schools
How do I evaluate whether a college ranking publication is credible and unbiased?
Brands:Ipeds,College Scorecard
What are the best college guide websites for comparing colleges and learning about majors and programs?
Brands:College Scorecard,Niche,Princeton Review,College Board,Bigfuture
What are the best career and education sites for researching career paths and choosing a direction after graduation?
Brands:O Net Online,Bureau Of Labor Statistics Occupational Outlook Handbook,Careeronestop,My Next Move,16personalities
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How did Obsurfable measure this?
Obsurfable records AI answers to buyer-style prompts in its research corpus (5 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.