These guides are written for builders who need source-linked public records, stable IDs, documents, history, and award context without stitching every upstream system by hand.
How to plan around SAM.gov daily API limits, page sizes, and date windows when building opportunity search, alerts, and record sync.
A practical guide to building on federal opportunity, document, history, and award context without maintaining separate procurement-data integrations.
How to find SAM.gov opportunities with extracted attachment text, inspect document metadata, and fetch source-linked document fields.
How to poll procurement changes, store cursors, and use opportunity history when SAM.gov notices are amended.
Use stable opportunity identity, change polling, documents, and history to avoid brittle keyword-only alert scripts.
Connect entity registrations, exclusions, public responsibility records, and award history for supplier onboarding and risk review.
Agents need stable, source-linked procurement records, not only scraped pages or unbounded PDF chunks.