AI endpoints accept natural-language prompt and return structured results. Use these tips to improve precision and reduce cost.

1) Always specify scope

Include product/vendor names, company domains, regions, seniority/roles, and industries.

Prompt: "Find mid‑market Hospitality companies in EU that use Snowflake and HubSpot."

2) Prefer exact identifiers

When possible, provide productId or vendorDomain in the prompt to disambiguate homonyms.

Long prompts increase latency and cost. Prefer short constraints over paragraphs.

Use deterministic endpoints to confirm:

Use size to control output volume. Defaults to 20; max is typically 100 for AI endpoints.

On 429 or transient errors, retry with exponential backoff. See Errors & Rate Limits.

Pass X-On-Behalf-Of-User when requested. Avoid putting secrets in prompts.