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Define what you are counting before downloading
Start with a question narrow enough to investigate: one product or service, a stated period and a customer function. Keep the data source, download date, filters and units with the file. Mixing grants, loans and procurement records can answer a different question from the one you intended.
Treasury’s data documentation distinguishes contract-award data from assistance data and warns of reporting and quality limits. It also distinguishes a recipient’s address from the place where work is performed. Neither location automatically identifies your best service base.
Three transactions can belong to one award
Fictional extract, not actual USAspending data: one award identifier appears in three rows with obligation changes of US$2 million, US$400,000 and minus US$100,000. The net change is US$2.3 million. Counting the rows as three independent customers, or adding only the positive rows, would overstate what this extract shows.
That sum is still not cash available to your company. Check the record definitions, action dates, award identifier and purchasing context before using an amount in a market presentation. Your possible share remains unknown.
Turn the extract into questions for management
Use the results as a list of leads and uncertainties. A large historical award may involve a scope, incumbent, delivery commitment or procurement route that your business cannot address.
| Field or observation | Question to investigate |
|---|---|
| Awarding organisation | Which office or purchasing team owns the relevant requirement? |
| Prime recipient | Is this the business that already won the work, rather than the end buyer? |
| Place of performance | Where is the actual work, and can the proposed team serve it? |
| Repeated identifier or adjustment | Are these amendments to one award rather than new purchases? |
| Old or missing record | What can the data date and reporting coverage actually support? |
Choose a next investigation instead of a market-share claim
For the strongest leads, obtain the current public opportunity or ask the responsible team what it is planning to buy through the appropriate channel. Separate an incumbent supplier’s history from an invitation for your company to compete.
Give the owner a short note: records examined, exclusions, plausible buyers, unresolved access and the next evidence to collect. Label an incomplete extract as incomplete; do not turn a missing record into zero demand.
Scope
- Research method and fictional arithmetic only. No actual award total, accessible market size, current opportunity or likely award to the reader is established. The selected data’s reporting and quality limits remain relevant.
Next step
Use Market comparison to record the buyer hypothesis and what the award-data extract does not establish. Keep the dated query and source file beside the plan.
Sources & review notes
U.S. Department of the Treasury — USAspending.gov
Passage, dates and research notes
official-data-documentation · October 6, 2026 document: contract records, award data quality and time/location filters
Read the procurement-data source, recipient, update/quality and location sections. No live spend total, market-share estimate or current buying commitment is reproduced.
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