Company
Google Colab
Sample prompts where it appears
What are the best free forecasting and demand planning tools for hotel teams testing seasonal pricing workflows?
Brands:Google Sheets,
Microsoft Excel,
Metabase,Apache Superset,Google Colab
What are the best free throughput optimization tools for fast-casual teams testing kitchen workflow improvements?
Brands:Diagrams,Draw,
Lucidchart,
Miro,
Google Forms
What are the best free advisor analytics tools for a data leader testing portfolio analytics workflows?
Brands:Tableau Public,Power Bi Desktop,Apache Superset,Google Colab,Plotly
What are the best free decision intelligence sites for comparing AI-powered analysis examples on complex datasets?
Brands:Google Colab,Kaggle,
GitHub,Hugging Face Spaces,Tableau Public
What are the best free scientific imaging solution sites for comparing visual AI options in a lab director role?
Brands:Papers With Code,
Kaggle,Grand Challenge,Bioimage Model Zoo,Ome
What are the best free model serving providers for testing a private model endpoint?
Brands:Hugging Face,
Render,
Railway,
Fly,Koyeb
What are the best free GPU cloud providers for testing small model training jobs?
Brands:Google Colab,Kaggle Notebooks,Paperspace Gradient,Amazon Sagemaker Studio Lab,Lightning
What are the best free sandbox and notebook compute services for testing small AI workflows?
Brands:Google Colab,Kaggle Notebooks,Deepnote,Replit,Hugging Face Spaces
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How did Obsurfable measure this?
Obsurfable records AI answers to buyer-style prompts in its research corpus (14 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.