Perplexity Chat

  • Sonar
  • Sonar Pro
  • Sonar Reasoning Pro

byPerplexity

Live web grounding, citation-rich technical synthesis, and multi-step reasoning without managing scrapers or vector databases

Perplexity Chat

How Perplexity Chat works

How query formulation, live retrieval indexing, and analytical reasoning combine into citation-backed outputs.

Frame your query

Frame your query

Submit your core query with specific entities, dates, and formatting constraints while configuring system instructions for role tone.

Select model tier

Select model tier

Choose standard Sonar for fast lookups, Sonar Pro for deep context aggregation, or Sonar Reasoning Pro for multi-step Chain-of-Thought logic.

Extract verified insights

Extract verified insights

Receive a structured markdown report featuring live citations, empirical data synthesis, and transparent reasoning logic.

What Perplexity Chat is good at

Engineered specifically for retrieval-augmented generation, blending web-scale search context with verifiable citations and chain-of-thought logic.

Real-Time Grounded Search

Real-Time Grounded Search

Sonar integrates live web crawling directly into generation, indexing real-time web sources and producing verifiable inline citations without vector stores or manual scrapers.

Chain-of-Thought Reasoning

Chain-of-Thought Reasoning

Sonar Reasoning Pro combines deep retrieval with multi-step Chain-of-Thought reasoning to deduce solutions for advanced mathematics, algorithm architecture, and diagnostic logic.

Multi-Source Synthesis

Multi-Source Synthesis

Sonar Pro parses broad search contexts to reconcile conflicting reports, aggregate technical data, and draft comprehensive multi-source briefings.

Flexible Endpoint Routing

Flexible Endpoint Routing

Select the Generic endpoint for direct low-latency retrieval execution, or the OpenRouter tier to unify model routing across diverse backend orchestrations.

Made with Perplexity Chat

A gallery of research briefings, architectural breakdowns, and real-time comparative analyses grounded in live web documentation.

Clean energy market synthesis with tabular benchmarking

Clean energy market synthesis with tabular benchmarking

Technical architecture comparison grounded in live documentation

Technical architecture comparison grounded in live documentation

Regulatory compliance audit and legal summary

Regulatory compliance audit and legal summary

Financial earnings and revenue synthesis

Financial earnings and revenue synthesis

Academic literature review on quantum error correction

Academic literature review on quantum error correction

What people build with Perplexity Chat

Built for technical analysts, developers, market researchers, and journalists who require verified, up-to-date facts beyond static cutoff dates.

Market Intelligence Briefings

01

Aggregate breaking news, financial earnings, and regulatory disclosures into executive summaries with transparent citations to primary sources.

Technical Documentation & Code Research

02

Verify API deprecations, compare library benchmarks, and solve multi-step coding problems using live documentation and GitHub release notes.

Journalistic Fact Checking

03

Cross-reference claims, extract primary sources, and verify public statements against recent news archives and official transcripts.

Academic Literature Synthesis

04

Gather peer-reviewed papers, summarize methodological shifts, and build annotated bibliographies on rapidly evolving scientific domains.

Competitive Analysis & Benchmarking

05

Monitor competitive product updates, price changes, and patent filings across global markets without building custom scraping pipelines.

Frequently Asked Questions

Yes, Perplexity Chat runs on the Sonar model family, which includes standard Sonar, Sonar Pro, and Sonar Reasoning Pro. While Perplexity Chat is the interface environment, Sonar is the underlying retrieval-augmented generation engine powering live search indexing and citation extraction.

The Generic variant routes directly through native infrastructure for the lowest possible retrieval latency and direct API handling, while the OpenRouter variant enables unified credential and budget management across multi-model architectures at the cost of slight routing overhead.

Choose the Generic endpoint if your workflow prioritizes minimal turnaround time and native search indexing, and choose the OpenRouter endpoint if you need centralized multi-provider orchestration under a single interface.

Standard Sonar delivers fast, low-cost lookups for concise facts; Sonar Pro expands the search context across dozens of live sources for multi-angle synthesis; and Sonar Reasoning Pro integrates Chain-of-Thought deduction for math, coding, and multi-step logic. Sonar Reasoning Pro displays internal <think> blocks and does not support image attachments.

Keep the temperature between 0.0 and 0.2 for maximum factual grounding and accurate citation matching. Higher values toward 1.0 can cause citation drift and hallucinated sources. Additionally, reasoning models prefix responses with <think> blocks, which require custom string handling if you are parsing output into structured formats.

Try Perplexity Chat on Fuser

Live web grounding, citation-rich technical synthesis, and multi-step reasoning without managing scrapers or vector databases