Lesson 434 of 2116
Pro Search vs Default: When To Spend The Compute
Pro Search runs more queries, reads more pages, and routes to a stronger model. It is not always worth the wait — knowing when it is is the skill.
Lesson map
What this lesson covers
Learning path
The main moves in order
- 1What Pro Search actually does
- 2pro search
- 3query expansion
- 4agentic search
Concept cluster
Terms to connect while reading
Section 1
What Pro Search actually does
Default Perplexity runs one or two searches and answers. Pro Search rewrites the question into a search plan, runs many parallel queries, refines based on what comes back, and only then writes the answer. It feels slower because it is doing more work — and on hard questions it shows.
When the upgrade pays off
- 1Multi-step research questions ('compare three vendors across pricing, security, and integrations')
- 2Time-sensitive synthesis where you need many recent sources, not one
- 3Anything you would otherwise tab-hop across 10 windows for
- 4Questions where the right answer depends on combining facts that no single page contains
The Pro budget reality
Pro Search and similar agentic-search modes have daily caps. Power users hit them. Treat your daily Pro budget like an API quota — spend it on questions where the depth pays off, not on lookups. Most weeks, half your Pro queries will go on three or four hard questions.
Compare the options
| Question type | Default | Pro Search |
|---|---|---|
| Single fact | Right tool | Wasteful |
| Multi-source synthesis | Often misses | Right tool |
| Compare 3+ items | Patchy | Right tool |
| Today's news | Right tool | Same result, more wait |
| Citations density | Adequate | Higher |
Apply: a Pro-Search rubric
- Will the answer require comparing 3+ sources? Use Pro
- Is this a single-fact lookup? Default
- Would I otherwise open 5 tabs? Use Pro
- Is this for a deliverable a stakeholder will read? Use Pro and verify
- Am I about to hit my daily cap? Save Pro for the hardest question
Key terms in this lesson
The big idea: Pro Search is your synthesis weapon. Don't waste it on lookups, and don't avoid it on real research.
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