# Classify company fit with evidence

Use case · AI agents · Planned API workflow

Canonical page: https://datasdk.ai/use-cases/classify-company-fit-with-evidence

Plan a reviewable explanation of how a company meets user-defined criteria.

## Who this helps

An agent builder wants consistent first-pass fit checks.

## How to use it

1. Define explicit fit rules rather than a vague ideal buyer prompt.
2. Use available company fields and verifiable public evidence.
3. Return met, not met, or unknown for each criterion.

## Illustrative example

A proposed agent would mark supported country as unknown when evidence is missing.

## What to check

An agent's score is not calibrated buying intent and should not bypass review.

## How Data SDK fits

The full Data SDK API is coming soon. Platform and AI-agent workflows are planning examples. Confirm access, data delivery, usage, branding, and resale terms before building or selling a feature.

These are suggested workflows, not a list of built-in integrations. Use your own approved analytics, CRM, and research process where needed. Matches and fields vary. A company match does not identify a person or prove buying intent.

## Related reading

- [Ideal customer profile](https://datasdk.ai/glossary/ideal-customer-profile): An ideal customer profile describes the kinds of businesses your offer serves best.
- [Human review](https://datasdk.ai/glossary/human-review): Human review puts a person in the loop before a result is accepted or acted on.
- [Structured output](https://datasdk.ai/glossary/structured-output): Structured output puts information into a defined format rather than unrestricted prose.
- [Prepare an AI company research brief](https://datasdk.ai/use-cases/prepare-an-ai-company-research-brief): Plan concise briefs tied to a matched company domain.
- [Suggest questions for a discovery call](https://datasdk.ai/use-cases/suggest-questions-for-a-discovery-call): Plan questions grounded in the company's business rather than guesses about the visitor.
- [Summarize a company's public product](https://datasdk.ai/use-cases/summarize-a-company-s-public-product): Plan a source-linked product summary that saves manual reading.

[Glossary](https://datasdk.ai/glossary) · [Use cases](https://datasdk.ai/use-cases) · [Comparisons](https://datasdk.ai/vs) · [For businesses](https://datasdk.ai/for-businesses) · [For builders](https://datasdk.ai/for-builders)