# Public benchmarks test a leaderboard. This one tests your reality.

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## Email content

Public benchmarks are a useful starting point, but those queries often don't reflect your team’s actual workflows.

So, we built one that does. ☝️

Today we’re sharing a Company Search benchmark dataset, comparative results, and a practical evaluation approach built around realistic production patterns.

Tavily ranks #1. This benchmark measures whether search gives an agent the evidence it needs to produce a useful, correct answer.

Company Search Benchmark - Tavily

Why this matters:

CRM enrichment: Build richer account profiles with relevant business details.

Sales call prep: Get up to speed on a prospect’s business and latest news.

Underwriting & KYB: Surface company information to assess risk and support compliance research.

Better results start with your reality. Your data. Your questions. Your workflows.

Let’s improve how your agent finds company profiles, financials, and breaking news in the workflows your business actually runs.

Explore the evaluation framework

Grab the dataset on Hugging Face or contact us to talk about running this on your own use case.

Chat soon,

The team @ Tavily

Tavily, 1350 Broadway, New York, New York 10018, United States

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