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For day-to-day research, Perplexity excels with fast, cited answers, Deep Research, and a developer-friendly API. For broad discovery, local results, and rich snippets, Google remains the dependable backbone with Custom Search options. For building multimodal assistants and long-document workflows, Gemini offers long context, PDF/image handling, and smooth Workspace/Vertex AI integration, balancing speed and affordability.
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