Lesson 06 · Perplexity Mastery Pro+ ~13 min read Setup + 3 workflows

Perplexity API: build research pipelines.

Perplexity's Sonar API gives you programmatic access to grounded-with-citations AI. For technical users, that means automated research pipelines, integrated tools, and custom workflows. This Pro+ lesson covers the basics of the Sonar API, three real use cases, and the cost-optimization patterns.

The mental model

The Sonar API is grounded search as a building block.

Whatever you build with it gets Perplexity's research grounding — real sources, citations, current information. Use it for any workflow that needs answers based on current web data, not LLM training data.

Workflow 01 Setup and first API call

1

Get an API key and make your first call

Sign up at sonar.perplexity.ai → get an API key → make your first call.

The prompt that works

First callPOST https://api.perplexity.ai/chat/completions Authorization: Bearer YOUR_KEY { "model": "sonar-pro", "messages": [{"role": "user", "content": "What's the latest on Microsoft Copilot enterprise adoption?"}] }

Best use cases

  • Developers building research-grounded apps
  • Internal tools that need current information
  • Integrations with CRMs, ticketing systems, etc.
  • Replacing generic LLM calls with grounded ones
Sonar is more expensive than GPT-4 per call. Budget accordingly; cache where possible.
Time savings: Building from scratch what would have taken months: days.

Workflow 02 Automated daily briefings

2

Build a daily briefing pipeline

Set up a scheduled job that hits Sonar each morning, generates a custom briefing, emails it to your team.

The prompt that works

Pipeline patternCron job at 7am → Sonar API call: "Summarize news in [our industry] from the past 24 hours. Include sources." → Format output → Email via SendGrid/Resend → Done.

Best use cases

  • Daily industry briefings for executive teams
  • Competitive intelligence pipelines
  • Custom news feeds for specific roles
  • Internal newsletter generation
Always include source citations in your output — that's Sonar's defining feature. Strip them and you're just using a worse general LLM.
Time savings: Manual daily briefing creation: gone.

Workflow 03 CRM enrichment with Sonar

3

Auto-enrich every new lead

When a new lead enters your CRM, trigger a Sonar call to enrich the record.

The prompt that works

Enrichment patternCRM webhook on new lead → Sonar call: "Brief me on [Company]: industry, size, recent news, likely needs related to [your category]" → Parse response → Update CRM record with summary + citation URLs.

Best use cases

  • B2B SaaS sales-development workflows
  • Account-based marketing enrichment
  • Pre-call research at the CRM layer
  • Quality-tier sorting of inbound leads
Don't let enrichment introduce hallucinated data into your CRM. Tag enriched fields as "AI-sourced" so they can be verified before use.
Time savings: Sales rep prospect research time: cut significantly.

Final challenge: ship one Sonar-powered workflow

Pick a single research task you or your team does manually. Build a Sonar-powered automation for it. Start with the simplest pipeline (script + email). Iterate from there.

Back to Perplexity Mastery → See pricing →

What you can do now

  • Get a Sonar API key and make a successful first call
  • Build a simple daily-briefing pipeline
  • Integrate Sonar with a tool you actually use
  • Apply cost-optimization (caching, rate-limiting)
  • Tag AI-sourced data in your systems so it can be verified
Pro+
Up next in Perplexity Mastery

Lesson 7+ · Plus: financial research, academic search, and advanced citation

Specialized Perplexity workflows for finance, academia, legal research. Advanced source filtering, focus modes, and integrations. See pricing →