WorkLLM
Vs
Perplexity Enterprise
Perplexity Enterprise is an AI platform designed for fast, source-backed search and research, with a strong emphasis on citations and accuracy. WorkLLM is an enterprise AI workspace built for teams — where shared context, collaboration, and AI come together to support real work, not just conversations.
This page helps you decide which one fits your team best.
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What each product is best at
Start here if you just want the essence before the big table.
Perplexity Enterprise
WorkLLM
The difference?
Full Comparison
| Primary purpose | AI-powered search and research with citations | Shared AI workspace designed around real enterprise workflows |
| Multi-LLM support | Uses selected models behind a unified search experience | 300+ AI models optimized by task type, strength, and cost |
| Context & memory | Context persists within folders/collections for ongoing research | Persistent, shared context across conversations, tools, and team activity |
| Collaboration | Shared research folders and threads for team-based discovery | Full workspace collaboration with shared chats, comments on AI responses, and group conversations |
| AI Assistants | Research assistant experience centered around search and knowledge retrieval | Dedicated RAG-powered AI Assistants trained on company or team knowledge (i.e. HR Assistant, Sales Assistant, etc.) |
| AI Tools | No structured, reusable task tools; interactions are query-driven | Pre-built and customizable AI Tools that generate consistent, professional outputs with built-in context (i.e. Blog Writer, Social Post Generator, etc.) |
| AI Agents | Agentic capabilities focused on research and browser-based actions (e.g., via Comet) | Context-aware AI Agents that monitor events, make decisions, and take action across connected tools. (i.e. Weekly Summary report, Auto Lead follow up, etc.) |
| Integrations & app capabilities | Internal Knowledge Search and browser-oriented interactions | Deep, workflow-oriented integrations designed for cross-tool execution |
| Prompt builder & library | Saved prompts and reusable queries within research workflows | Central Prompt Builder with a shared Prompt Library |
| Reporting & analytics | Usage and research activity visibility | Detailed reports on usage, adoption, and activity by team and user |
| Tenant model | Enterprise workspace with logical tenant isolation on shared infrastructure | Separate tenant per organization |
| Security & controls | Enterprise-grade security and privacy controls with organizational isolation | Enterprise-ready security with workspace isolation and governance |
| Pricing | Enterprise pricing (varies by plan) | $20/user/month (Basic) and $30/user/month (Pro); 10% discount on annual plans |
Disclaimer: Information about Perplexity Enterprise is based on publicly available documentation and product information as of January 2026. Features, pricing, and capabilities may change over time.
When To Choose Which
Choose Perplexity Enterprise if...
Choose WorkLLM if...
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See how WorkLLM compares in practice
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