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  • GovCon AI Cookbook
  • Apply the rule of two with market data
  • Ask a data question in plain English
  • Benchmark labor rates for a bid
  • Read a compliance matrix for a solicitation
  • Build a recompete list
  • Build an IGCE with labor rate benchmarks
  • Check a company's socioeconomic status
  • Check prior awards for a similar requirement
  • Choose a contract vehicle from usage data
  • Find 8(a) and HUBZone firms in a state
  • Find awards by PSC code
  • Find companies by capability and NAICS
  • Find contracts expiring next year
  • Find DIBBS parts opportunities by NSN
  • Find GovCon events and industry days
  • Find grants and SBIR topics
  • Find labor categories for a role
  • Find open opportunities by NAICS code
  • Find recompetes at one agency office
  • Find SBIR and STTR topics
  • Find small business set-aside opportunities
  • Find sources for a national stock number
  • Find sources sought opportunities at one agency
  • Find state and local bids
  • Find subcontractors for a recompete
  • Find teaming partners with a certification
  • Find the contract vehicles an agency uses
  • Find the offices buying your service
  • Find capable small businesses for market research
  • Plan an industry day with event data
  • Prepare solicitation documents for review
  • Pull text from a solicitation attachment
  • Read a company's public web profile
  • Read a contract award record
  • Read an event in detail
  • Read the documents on a federal solicitation
  • Research the incumbent on a recompete
  • Review a company's contract history
  • Review a vendor's federal award history
  • Scan agency procurement forecasts
  • Search across G2X records
  • See a company's published labor rates
  • See how an agency spends in your NAICS code
  • See what similar offices bought
  • Size up a rival before you bid
  • Summarize a solicitation
  • Track task orders on a vehicle
  • Verify a vendor's socioeconomic status
  • Watch a company's public signals
  1. Docs
  3. Ask a data question in plain English

Ask a data question in plain English

Ask a procurement spending question in everyday words and get a ranked answer from your AI agent, then check the numbers yourself.

On this page
  • What you get
  • Before you start
  • Prompt to paste
  • What you get back
  • How to read it
  • Check it
  • Variations
  • Related recipes

What you get

Ask a spending or count question in everyday words and get a ranked answer with dollars and award counts. Contractors use it to size a market before a bid; government teams use it for market research and acquisition planning.

Before you start

Connect your AI agent with Connect your AI agent.

The GovCon MCP is included on every G2X plan, from Community Edition through Enterprise.

Prompt to paste

Which five agencies obligated the most money on NAICS 541512 in fiscalyear 2025? Show dollars obligated and number of awards for each, tell mehow many agencies the query found in total, and say whether the answeris provisional.

What you get back

Captured from the live GovCon MCP on 29 October 2026. Excerpt. The top five of 62 agencies in total.

AgencyDollars obligatedAwards
Department of Defense9464160541.15999211168
General Services Administration5537076994.6356
Department of Veterans Affairs3923951411.709998416
Department of Health and Human Services3364271513.80999851107
Department of Homeland Security2567702227.4600005758

How to read it

  • Each row is one awarding agency. "Dollars obligated" is money committed in fiscal year 2025 on awards under NAICS 541512. It is not the total value of those contracts.
  • Use the answer to size a market and decide where to look next, not as a figure for a filing.
  • A NAICS code matches the code recorded on the award. Work you would call IT services may sit under other codes, so repeat the question for each code you serve.
  • Check the official record before you rely on a figure.

Check it

This answer has no page link to open. Ask your agent to list every award behind one row, for example Department of Veterans Affairs, with its fiscal year 2025 obligations, and check that they add up to the row.

Variations

  • "How many active awards under PSC D302 end between 2026-10-01 and 2027-09-30?"
  • "Which five NAICS codes had the most obligated dollars at the Department of Veterans Affairs in fiscal year 2025?"
  • "What is the GSA per diem rate for Huntsville, Alabama?"

Related recipes

  • See how an agency spends in your NAICS
  • Find the offices buying your service
  • Search across G2X records
PreviousApply the rule of two with market dataNextBenchmark labor rates for a bid

On this page

  • What you get
  • Before you start
  • Prompt to paste
  • What you get back
  • How to read it
  • Check it
  • Variations
  • Related recipes

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