Demo Data: SAM.gov API key not configured — showing representative sample solicitations. Real report will show live opportunities when API is active.
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Data Provenance:
Solicitation data sourced from SAM.gov (api.sam.gov/opportunities/v2) — the official U.S. government contract opportunity database operated by GSA.
Active competitor registrants sourced from SAM.gov Entity Search (v3) — active vendors registered under the matching NAICS code.
Past and recent awardee data sourced from USAspending.gov.
All data labeled [VERIFIED] with retrieval timestamp. Win-probability scores and competitive density scores are labeled [AI-GENERATED] and represent estimates, not guarantees.
Compliance flags are based on keyword pattern matching and NAICS classification — review full solicitation documents before bidding.
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