Procurement research

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Procurement research shape

• Business research over a public procurement portal.
• Domain-scoped output fields for CRM or pipeline workflows.
• Safety boundaries around login, private workspaces, and submissions.

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Setup

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Run it from the CLI

web agent \
  --url https://sam.gov/search/ \
  --allow-domain sam.gov \
  "Search public contract opportunities for AI evaluation or browser automation. Return the first 5 relevant opportunities with title, agency, notice ID if visible, response date, detail URL, and why it may fit. Do not log in, follow private workspace links, or submit forms."

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Expected output

Procurement opportunities

1. Title: ...
   Agency: ...
   Notice ID: ...
   Response date: ...
   URL: https://sam.gov/opp/...
   Fit: ...

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Build it into an app

const result = await agent.run({
  startUrl: "https://sam.gov/search/",
  goal:
    "Search public contract opportunities for AI evaluation or browser automation. Return the first 5 relevant opportunities with title, agency, notice ID, response date, detail URL, and fit summary.",
});

if (result.status === "completed") {
  await saveCaptureLeads(result.text, result.steps);
}

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Production notes

• Domain policy: sam.gov.
• Output fields: title, agency, notice ID, response date, detail URL, fit summary.
• Add structured output before routing opportunities to a CRM.
• Stop before login, private workspace actions, or submissions.

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Inspect

• Debug UI for filters and result pages.
• Steps for detail-page evidence.
• Recording for capture review.
• Status for blockers or auth walls.

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Cleanup

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Common failures

• If SAM.gov changes result URLs or filters, inspect the recording and update the prompt around current visible labels.
• If an opportunity requires login or workspace access, stop and return only the public page evidence.