---
id: "action-use-perplexity"
type: "action-item"
source_timestamps: ["00:18:28"]
tags: ["tooling", "efficiency"]
related: ["entity-perplexity", "claim-perplexity-cheaper-faster"]
speakers: ["Nate B. Jones"]
action: "Offload web search to cheaper, dedicated tools like Perplexity."
outcome: "Saves tens of thousands of tokens and executes faster."
sources: ["s45-claude-limit-chatgpt-habit"]
sourceVaultSlug: "s45-claude-limit-chatgpt-habit"
originDay: 45
---
# Use Dedicated Tools for Web Search

## Action
Instead of using expensive frontier models (e.g., Claude Opus) to perform basic web searches via native plugins, use dedicated, cheaper tools like [[entity-perplexity-d45]] to gather information — then pass the digested results into your frontier model.

## Outcome
- Saves **10,000–50,000 tokens per search** by keeping scraped pages out of your main model's context
- Executes ~5x faster on typical research queries
- Sets up a clean handoff into Focus Mode of [[framework-clean-conversation]]

## Caveats (from enrichment overlay)
Native search in OpenAI's SearchGPT / o3 (2026) closes much of this gap on simple queries. Advantage remains material for **complex** research. Test both for your specific workload.

## Why
See [[claim-perplexity-cheaper-faster]] and [[concept-gather-vs-focus]] (Gather Mode). Checkpoint #6 of [[framework-stupid-button-audit]].