Perplexity is an AI-powered answer engine that combines real-time web search with large language models to give concise, sourced answers to questions across many topics.​ What Perplexity is - It is a search and chat service that responds conversationally while pulling in up-to-date information from the internet, always showing inline citations to its sources.​ - The service is available on the web and as mobile apps, positioning itself as a way to “ask anything” and get credible, current answers quickly.​ Key features - Pro/Deep search modes support longer, more complex queries, structured research, and multi-step reasoning for in‑depth topics.​ - Threaded conversations, follow‑up questions, voice input, and a personal “Library” make it easier to refine answers and revisit past work.​ - It emphasizes transparency with cited sources in every answer so users can verify claims or read further.​ Perplexity vs traditional search - Traditional search engines mostly return ranked links, while Perplexity summarizes and explains answers directly, then links out to supporting pages.​ - This reduces tab‑hopping for tasks like research, fact‑checking, or summarizing long articles, which the service is explicitly designed to streamline.

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The “best” AI for automation depends on what you want to automate (business workflows, personal tasks, coding, customer support, etc.), your tools stack, and your technical level. There is no single winner, but a few categories and tools consistently stand out in 2025.[vellum +2] Start with your use case Before picking tools, decide what you mainly want to automate. Common buckets are:[parabola] • Business workflows across SaaS apps (CRM, email, sheets, forms).[vellum +1] • Internal operations and data workflows (ETL, reporting, analytics).[parabola] • Agentic “AI workers” that act across multiple systems.[futurumgroup +1] • Software/app building and technical workflows.[vellum] If you tell what you want automated (e.g., “customer support emails” or “building small apps”), recommendations can be narrowed to 1–2 specific tools. Best no‑code automation tools These are ideal if you want drag‑and‑drop or natural‑language automation with minimal coding.[vellum +1] • Zapier: Easiest for connecting thousands of SaaS apps with triggers and actions; great for simple to moderate business automations.[parabola +1] • Make (formerly Integromat): Better when you need complex branching, logic, and data routing in visual workflows.[vellum +1] • Microsoft Power Automate: Best if you live in Microsoft 365/Dynamics, with RPA and deep Office/Teams integration.[futurumgroup +1] • n8n / Flowise / Dify: Good if you want open‑source or self‑hosted control with visual flows and AI nodes.[vellum] These are usually the “best overall” starting point for business and personal workflow automation. AI‑native workflow and agent tools Newer tools focus on AI agents that plan and execute multi‑step work, not just “if this then that.”[beam +1] • Vellum, Gumloop, Stack AI: AI‑centric workflow builders where LLMs and agents are first‑class citizens, with visual builders and evaluation tools.[gumloop +1] • Salesforce Agentforce, Microsoft Copilot Agents, Google Vertex AI Agents: Enterprise‑grade “AI workers” that operate inside CRM, Microsoft 365, or Google Cloud, often giving fast ROI on complex workflows.[beam +1]