Quick answer

Ask a full question in plain language, use Pro Search or a research mode for complex topics, narrow the sources when the type of evidence matters, and click through the citations for every claim you plan to rely on. Use follow-ups to refine, and move to another tool when you need long-form reasoning or writing.

How Perplexity differs from a chatbot and a search engine

A search engine gives ranked links. A general chatbot answers from training plus optional search. Perplexity retrieves live web content and writes a synthesized reply with numbered citations. Reviews in 2026 describe it as strong on speed and citation discipline and weaker at extended reasoning or long-form writing, which is why many people use it to gather evidence and another assistant to draft.

Features that matter for problem solving

• Cited answers: numbered sources next to claims, so you can verify.
• Pro Search / research modes: multi-step retrieval for complex questions. Perplexity has offered a deeper "Research" mode and, for some plans, model selection and additional agentic tools; exact names and access vary.
• Source or focus controls: options to prefer categories such as academic material. Check which are currently available.
• Spaces: persistent project spaces with your own instructions and uploaded files.
• File and image uploads: ask questions about a PDF or screenshot; limits depend on plan.
• Comet browser: Perplexity's AI-oriented browser, reported to be available free on major platforms.

How to write queries that get reliable results

Ask questions, not keywords

Instead of "remote work productivity," try: "What does peer-reviewed research from the last five years say about remote work and productivity, and where do studies disagree?"

Constrain the evidence

Compare the safety data for these two medications using regulatory agency documents and peer-reviewed studies only. Exclude blogs and forums. Tell me where evidence is limited.

Refine in follow-ups

• "Which of these sources are primary, and which are summaries?"
• "Show only sources published since 2024."
• "What is the strongest argument against this conclusion, and who makes it?"

A five-step research workflow

1. Frame: write the decision or question you need to answer, and how current the information must be.
2. Survey: run a broad cited search, then a deeper mode for the complex parts.
3. Audit sources: open the top citations, look for primary sources such as official documents, and drop weak ones.
4. Cross-check: ask a second time with different wording; compare with a general search engine for anything surprising.
5. Write up elsewhere: paste verified findings into a document or another assistant and draft from those, noting sources yourself.

Verifying Perplexity's answers

• Confirm the cited page actually states the claim. Summaries can stretch a source.
• Prefer official sites, standards bodies, and original studies over aggregator pages.
• Watch for a single source supporting several claims, which is less reliable than independent confirmation.
• Check publication dates for fast-changing topics.

Common mistakes

• Treating the presence of citations as proof of accuracy.
• Asking short keyword queries and getting shallow results.
• Using quick search for questions that need deeper multi-step research.
• Relying on it for nuanced legal, medical or financial conclusions without expert review.

Limitations

• It is only as good as the pages it retrieves; paywalled or obscure sources may be missing.
• It can misinterpret sources or blend them inaccurately.
• For long, polished writing or deep multi-step reasoning without web needs, another assistant may do better.
• Plan limits, model choices and modes change; the free tier has usage caps.

FAQ

How is Perplexity different from Google?

Google gives ranked links; Perplexity writes a synthesized answer with citations. Use it when you want an answer, and Google when you want to browse.

Are Perplexity's citations always accurate?

No. Open the link and confirm the claim.

What are Spaces?

Project workspaces where you store instructions and files so related searches share context.

Is Perplexity free?

There's a free tier with limits and paid plans with more features. Check the current pricing page.