# Perplexity prompt patterns cheatsheet (search-first prompting)

**Source:** https://promtable.com/cheatsheet/perplexity-prompt-patterns

> Production-tested Perplexity prompt patterns: focus-mode selection, source filtering, the citation-anchor trick, deep-research workflow, and the patterns that get cited as the answer.

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Production-tested Perplexity prompt patterns: focus-mode selection, source filtering, the citation-anchor trick, deep-research workflow, and the patterns that get cited as the answer.

**Tool:** Perplexity Pro

## Focus modes — pick before you type

Perplexity's focus modes change the retrieval corpus, not just the answer. Picking the right one is half the result.

| Item | Description | Example |
|---|---|---|
| `Web` | Broad web search. Default for most queries. |  |
| `Academic` | Constrained to arXiv, peer-reviewed journals, and academic sources. | `Research questions, paper synthesis.` |
| `Social` | Pulls from Reddit, X, forums. | `User sentiment, community opinion.` |
| `Video` | YouTube + video transcripts. | `Tutorial extraction.` |
| `Writing` | No retrieval — pure generation. | `When you want a writing draft, not a search.` |

## Source filtering

| Item | Description | Example |
|---|---|---|
| `site:` | Restrict search to a domain. | `site:anthropic.com extended thinking` |
| `Domain include / exclude` | Pro feature in the UI — pin trusted domains, hide untrusted ones. |  |
| `Date range` | Restrict to last day / week / month / year. Critical for fast-moving topics like AI. |  |

## Prompt patterns that get cited verbatim

If you're researching for an article, write queries that match the structural patterns AI search engines like to cite back.

| Item | Description | Example |
|---|---|---|
| `Question format` | Ask a specific question with one clear noun. 'What is X' or 'How do I X' beats 'X overview'. | `What is chain-of-thought prompting?` |
| `Specify desired output` | Tell Perplexity exactly what to return. | `List the top 5 AI image generators in 2026 with one-line pros and cons.` |
| `Citation request` | Explicitly demand sources. | `Cite each claim with the source URL.` |
| `Date anchor` | Anchor recency requirements explicitly. | `As of 2026, what's the state of multimodal LLMs?` |

## Deep Research mode

Pro/Enterprise feature that fans out into 20+ queries and synthesises a long report.

| Item | Description | Example |
|---|---|---|
| `Use for` | Decisions where 5 minutes of human reading is worth 20 minutes of Perplexity work. | `Vendor comparisons, market sizing, technical deep-dives.` |
| `Avoid for` | Quick facts (overkill) and creative tasks (no retrieval needed). |  |
| `Tip` | Start with a tight scope. 'Compare X vs Y on dimensions A, B, C' beats 'Tell me about X'. |  |

## Workflow integration

| Item | Description | Example |
|---|---|---|
| `Perplexity Spaces` | Persistent contexts (uploaded files, custom instructions). Like a project workspace for a research thread. |  |
| `Pages` | Publishable research reports built from a Perplexity thread. Good for shareable artefacts. |  |
| `Comet (browser)` | Inline Perplexity inside the browser — fastest way to research a page you're already on. |  |
| `API (Sonar)` | Sonar API for embedding Perplexity-grade search into your own product. |  |

## FAQ

### Is Perplexity better than ChatGPT for research?

For factual research with citations, yes — Perplexity is built around cited live web search. ChatGPT can browse, but Perplexity's UI, source filtering, and Deep Research mode are more research-shaped.

### Which Perplexity focus mode should I use for academic work?

Academic — it filters retrieval to peer-reviewed sources and arXiv, which dramatically reduces low-quality citations.

### Does Perplexity have an API?

Yes — the Sonar API exposes the same retrieve-then-generate pipeline. As of 2026 it's the easiest way to add cited live search to your own product.

## Related

- [/glossary/rag](https://promtable.com/glossary/rag)
- [/glossary/grounding](https://promtable.com/glossary/grounding)
- [/compare/chatgpt-vs-gemini](https://promtable.com/compare/chatgpt-vs-gemini)
- [/compare/claude-vs-gpt-4o](https://promtable.com/compare/claude-vs-gpt-4o)

*Last updated: 2026-06-01*
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Original page: https://promtable.com/cheatsheet/perplexity-prompt-patterns
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