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AI Data Payout

Updated October 2026

Your proposal library is the asset, not the contract files

Independent and sourced. We feature companies that pay us a referral fee. Our scores and reviews don't change for it. How we earn

Polyshares lists government contracting as an industry it takes, and micro1 names consulting and professional services among its targets.1,2

Proposal team around a conference table marking up thick printed binders during a review session

A firm that lives on federal and state work writes more than almost anyone: capture plans, proposal volumes, past performance write-ups, pricing narratives, monthly status reports, transition plans and years of email with teaming partners. AI companies license copies of company records to teach models how professional work gets scoped, written and delivered, and a contractor's proposal library is a dense example of persuasive writing produced to strict instructions under deadline.

Polyshares lists government contracting as an intake industry. As policy context, not evidence of what data buyers want, the federal government aims to send at least 23% of contract dollars to small businesses, which by our reading keeps many smaller firms writing proposals every week. Published ranges across buyers mostly run $100K to $2M, as their own claims, and none prices government work on its own.

Contract deliverables and anything an agency handed you are a separate matter. Lead with what your staff wrote to win and run work, such as proposal templates, boilerplate, capture playbooks, PM handbooks and internal training, and keep agency-provided material, program shares and deliverables off the table until you have walked through them with the buyer. The quiz shows which buyers take a firm your size.

federal goal for contract dollars to small businesses, policy context rather than buyer demand

23%4

federal goal for contract dollars to small businesses, policy context rather than buyer demand

what buyers say company data can pay, as their own claims

$100K-$2M+5,6,7

what buyers say company data can pay, as their own claims

staff most buyers ask for; a few state no minimum

20-30+8,9,10,11

staff most buyers ask for; a few state no minimum

O*NET email score for management and computer systems analysts

100 of 10012

O*NET email score for management and computer systems analysts

Worth

What a firm's data may be worth

Set for a typical firm, 60 staff and 12 years of records. Move the sliders to match yours. Our estimate, not an offer.

Buyers

Which buyers want this data

Buyers whose own published rules fit government contracting firms. We can introduce you to the ones we work with.

  1. #1 in our ranking

    8.7 out of 10

    micro1

    Names consulting and professional services and asks for SOPs, playbooks and templates, the core of a capture and proposal shop.2,15

    Typical payout
    $100K to $2M+, micro1 says5

    Watch out for: Says it removes personal details only "when relevant", so ask exactly how.16

  2. #2 in our ranking

    7.4 out of 10

    Polyshares

    Lists government contracting as an intake industry and licenses defined systems for a defined term, so a proposal drive can be scoped on its own.1,17

    Typical payout
    $100K to $2M+, Polyshares says6
    Fees
    None, Polyshares says18
    Time to get paid
    An offer in 1 to 2 weeks, then paid in 30 to 60 days19

    Watch out for: Exclusive by default, and every deal it lists is exclusive with no end date.17,20

  3. #5 in our ranking

    6.8 out of 10

    Mode

    Agrees systems and date ranges before export, and staff sign in to approved systems without handing over passwords, from US offices with 20+ staff.21,8

    Typical payout
    $100K to $5M, Mode says22
    Fees
    No broker fee, Mode says23
    Time to get paid
    Paid within about 60 days of accepting24

    Watch out for: The program launched in October 2026 and has no deal record yet.25

  4. #7 in our ranking

    6.3 out of 10

    Grepped

    Gets read-only access to approved sources only, and any system, folder or record type can stay out, which matters when program shares sit next to proposal shares.26

    Watch out for: Its own site code calls its estimator "deliberately optimistic", so treat any estimate as an indication.27,28

  5. #8 in our ranking

    6.2 out of 10

    Ventra

    Takes US companies with 30+ employees and 3+ years of records and says offers come in 3 to 7 days; government work is not on its list of industries it cannot take.10,7,29

    Typical payout
    $100K to $2M as potential deals, Ventra says7
    Fees
    None today, though it may add fees with notice30
    Time to get paid
    An offer in 3 to 7 days, then paid on net 30 or 607

    Watch out for: Its terms say delivered data may not be deletable.31

We feature buyers that pay us a referral fee. Our scores and reviews don't change for it. How we earn. No buyer publishes prices by industry, so within each group the order is the same as in our main ranking.

Who wants this

Do buyers want government contracting firms?

No buyer publishes prices by industry, but their own intake forms show which industries they rate higher.

  • Troveo puts consulting or advisory (our closest match) in its second of four demand tiers: "Your industry carries above-average buyer demand."32
  • Polyshares takes government contracting, without marking it premium.33
  • VMS, a broker, gives professional services (our closest match) standard weight when it estimates value.34

Which buyers take a firm your size

Shown for 60 staff, a typical firm. Ask whether contractors and part-time staff count.

  • micro1We can introduce you

    30+ employees (its partnership page says 30 to 200)9,35

    Takes 60 staff

  • PolysharesWe can introduce you

    No headcount rule; the length and texture of the record matter more36

    No size floor

  • ModeWe can introduce you

    20+ full-time US office staff (accounting firms 10+, law firms 6+)8

    Takes 60 staff

  • PewterWe can introduce you

    20+ staff and 3+ years; by industry, from 10+ (healthcare) to 50+ (manufacturing, finance)37,38,39

    Takes 60 staff

  • GreppedWe can introduce you

    No headcount minimum stated11

    No size floor

  • VentraWe can introduce you

    30+ US employees and 3+ years of records10

    Takes 60 staff

  • Mercor

    None stated40

    No size floor

  • Troveo

    No minimum stated; its estimator starts at 2041

    No size floor

  • Nyne

    20+ US W-2 employees and 3+ years42

    Takes 60 staff

  • Endless

    Roughly 30+ employees43

    Takes 60 staff

  • Supersoniq

    50+ employees and 5+ years44

    Takes 60 staff

What buyers value

What in a firm's records buyers value

What buyers look for in your records, and what to talk through with your buyer before anything leaves your systems.

What in a firm's records buyers value
DataWhere it livesWhy a buyer values itRaise with the buyer
Proposal volumes and the boilerplate librarySharePoint, Word, Loopio or PriviaTechnical, management and past performance volumes written to a solicitation's instructions, with every review team's edits.Teaming partners' sections and all pricing.
Capture plans and win/loss debriefsGovWin or Salesforce, OneNoteWhy the firm bid or passed, and what the agency said after each award.Evaluator comments and competitor names.
Program management plans and status reportsWord, Microsoft Project, TeamsHow a contract is run month to month, with risks and fixes written up as they happen.Whether each report was itself a contract deliverable.
Past performance write-upsShared driveShort accounts of results backed by evidence, rewritten for each new bid.Nothing specific
Internal SOPs and onboarding guidesIntranet, Deltek or Unanet help pagesHow the firm trains new hires on timekeeping, travel and security procedures.Nothing specific
Teaming and subcontract correspondenceOutlook, TeamsNegotiation over workshare and scope between primes and subs.Partner names and anything shared under a teaming agreement.

A week of records

A week of data at a firm

  • Monday: a red team review tears up the management volume of a recompete, and the writers rebuild the staffing section overnight.
  • Tuesday: the capture manager logs a call with a program office in the CRM and updates the win themes.
  • Wednesday: the monthly status report on an existing task order goes to the contracting officer's representative.
  • Thursday: a teaming partner sends back its past performance write-up, cut down to fit the page limit.
  • Friday: the debrief from last month's loss is written up and filed next to the boilerplate it criticized.

Process

How it works with each buyer

In each buyer's own words. Where a buyer publishes nothing, we say so.

micro1

What it buys
Internal docs, SOPs and playbooks, knowledge bases, project management workflows, internal comms, templates, CRM and workflow metadata, task histories15
Who qualifies
30 to 200 employees35
Offer range
$100K-$2M+ per data package; over $1M for unique data5
Personal data
PII removed "when relevant"16
Ownership
The company keeps ownership of its data and reviews samples before release45
Time to payment
Not published

Polyshares

What it buys
Slack, email, Drive, CRM, tickets, design files, calls and ERP46
Offer range
$100K-$2M+6
Personal data
A third-party PII partner scrubs data before it is licensed47
Excluded data
Data held on behalf of clients is excluded48
Fees
Charges sellers no fee18
Time to offer and payment
Offer 1-2 weeks after intake; paid Net 30-6019

Selling or closing

Selling or closing your firm? License its data first

If a sale or the founder's retirement is coming, raise the boilerplate, capture playbooks and training material with the buyer you're working with before closing, kept apart from contract deliverables, and ask how a license would be shown to whoever buys the firm. In our reading the proposal library rarely gets its own line in a deal, yet it is the record of how the firm wins work. Buyers already approach companies around acquisitions: Mercor approached Warmly about its archives after HubSpot bought it.3

FAQ

Government contractors: questions, answered

  • Some list them. Polyshares has government contracting as an intake industry, and micro1 and Mercor both name professional services, where by our mapping most services contractors fall. What they list, such as SOPs, playbooks, templates, SOWs and project files, is writing a firm produces for itself.1,2,49,50

  • A proposal answers a long set of instructions with evidence, inside a page limit, and then gets scored. In our reading, labs test models on close cousins of that work: GDPval includes project management specialists and compliance officers, and micro1 lists templates and project histories.51,52,15

  • Start with what never went to an agency: boilerplate, capture plans, review comments, PM handbooks and internal training. Grepped and Mode both let you leave out any system or date range, so program shares can wait.26,21

  • For several buyers. Mode asks for 20+ full-time US office staff, micro1 and Ventra want 30+, and Grepped states no minimum. Ask whether staff billed to a client site count.8,9,10,11

  • No buyer prices government contracting separately. Published ranges mostly run $100K to $2M, as buyers' own claims, and Troveo says records showing outcomes, such as which bids won, add value, which in our reading favors a firm with years of debriefs.5,6,7,53

  • Offers usually come within a few days to two weeks. Speeds vary, but it's usually around 3-6 weeks, sometimes longer.7,19,54,55

  • In our reading it could, since bid writing is what the data teaches. Find out in writing who receives it and whether rival contractors can be barred; Grepped says it does not sell to a company's competitors, and Polyshares licenses are exclusive by default.56,17

  • Every business is different, so this one is best talked through with the buyer you're working with. Their team goes over it with you before anything is signed.

  • Every business is different, so this one is best talked through with the buyer you're working with. Their team goes over it with you before anything is signed.

Before you sign

Every business is different, so these are best talked through with the buyer you're working with. Their team goes over them with you before anything is signed.

Questions for this kind of business

  • How is controlled unclassified information (CUI) found and kept out, and who confirms the scan?
  • Do FAR or DFARS data rights clauses, or any agency contract terms, reach records we produced while performing?
  • How is export-controlled technical data under ITAR or EAR screened out?
  • Do teaming agreements or partner NDAs limit their sections of joint proposals?
  • Do CMMC requirements or our system security plan limit how data can be exported?
  • Do customer, vendor or platform contracts, NDAs or API terms restrict this?
  • Could the data include privileged material or trade secrets?
  • How does a license affect a sale of the business: reps and warranties, change of control, earnouts, exclusivity?

Questions for any buyer

  • Is the license exclusive, and for how long?
  • Can you sublicense the data, and to whom?
  • Which AI labs will receive it, and will you tell us?
  • How long do you keep it, and how is it deleted?
  • What is your liability cap, and who indemnifies whom?
  • Will the contract ban re-identification of people in the data?
  • Who removes personal data, by what method, and do we approve it first?

How this page was made

Figures come from the published sources listed below, and what a buyer says about itself is its own claim. Anything marked as our estimate is ours, not a buyer quote. Drafted with AI help from our research, then checked against each source. Updated October 2026.

We feature companies that pay us a referral fee. Our scores and reviews don't change for it. See how we earn and how we rank. This site does not give legal, tax or financial advice.

Sources (56)

  1. 1.Polyshares intake catalog. Accessed 15 Oct 2026. Company's own claim.
  2. 2.micro1 Enterprise Data Partnership page. Accessed 14 Oct 2026. Company's own claim.
  3. 3.AI Weekly, summarising The Information, published 15 Aug 2026. Accessed 14 Oct 2026.
  4. 4.US Small Business Administration. Accessed 15 Oct 2026.
  5. 5.micro1 company referral page. Accessed 14 Oct 2026. Company's own claim.
  6. 6.Polyshares website. Accessed 14 Oct 2026. Company's own claim.
  7. 7.Ventra company data page. Accessed 14 Oct 2026. Company's own claim.
  8. 8.Mode company data site. Accessed 14 Oct 2026. Company's own claim.
  9. 9.micro1 company referral page. Accessed 14 Oct 2026. Company's own claim.
  10. 10.Meta Ad Library, Ventra page. Accessed 14 Oct 2026. Company's own claim.
  11. 11.Grepped business page. Accessed 14 Oct 2026. Company's own claim.
  12. 12.O*NET OnLine, E-Mail work context. Accessed 15 Oct 2026.
  13. 13.Forbes, published 16 Apr 2026. Accessed 14 Oct 2026.
  14. 14.Bloomberg Law, published 17 Aug 2026. Accessed 14 Oct 2026.
  15. 15.micro1 Enterprise Data Partnership page. Accessed 14 Oct 2026. Company's own claim.
  16. 16.beri.net, published 10 Oct 2026. Accessed 14 Oct 2026.
  17. 17.Polyshares data handling page. Accessed 14 Oct 2026. Company's own claim.
  18. 18.Polyshares website. Accessed 14 Oct 2026. Company's own claim.
  19. 19.Polyshares website. Accessed 14 Oct 2026. Company's own claim.
  20. 20.Polyshares track record page. Accessed 14 Oct 2026. Company's own claim.
  21. 21.Mode company data site. Accessed 14 Oct 2026. Company's own claim.
  22. 22.Mode company data site. Accessed 14 Oct 2026. Company's own claim.
  23. 23.Mode company data site. Accessed 14 Oct 2026. Company's own claim.
  24. 24.Mode press release (Business Wire, via Yahoo Finance), published 13 Oct 2026. Accessed 14 Oct 2026. Company's own claim.
  25. 25.Mode.Inc website. Accessed 14 Oct 2026. Company's own claim.
  26. 26.Grepped security page. Accessed 14 Oct 2026. Company's own claim.
  27. 27.Grepped site code (config.js). Accessed 14 Oct 2026. Company's own claim.
  28. 28.Grepped business page. Accessed 14 Oct 2026. Company's own claim.
  29. 29.Ventra partners page. Accessed 14 Oct 2026. Company's own claim.
  30. 30.Ventra terms of service, published 30 Sep 2026. Accessed 14 Oct 2026. Company's own claim.
  31. 31.Ventra terms of service, published 30 Sep 2026. Accessed 14 Oct 2026. Company's own claim.
  32. 32.Troveo business data assessment. Accessed 14 Oct 2026. Company's own claim.
  33. 33.Polyshares intake catalog. Accessed 14 Oct 2026. Company's own claim.
  34. 34.VMS data licensing page. Accessed 14 Oct 2026. Company's own claim.
  35. 35.micro1 Enterprise Data Partnership page. Accessed 14 Oct 2026. Company's own claim.
  36. 36.Polyshares. Accessed 14 Oct 2026. Company's own claim.
  37. 37.Pewter website. Accessed 14 Oct 2026. Company's own claim.
  38. 38.Pewter partner update to AI Data Payout (email, 2026-10-15), published 15 Oct 2026. Accessed 15 Oct 2026. Company's own claim.
  39. 39.Pewter partner update to AI Data Payout (email, 2026-10-15), published 15 Oct 2026. Accessed 15 Oct 2026. Company's own claim.
  40. 40.Mercor Data. Accessed 14 Oct 2026. Company's own claim.
  41. 41.Troveo business data page. Accessed 14 Oct 2026. Company's own claim.
  42. 42.Nyne sell-company-data page. Accessed 14 Oct 2026. Company's own claim.
  43. 43.Endless website. Accessed 14 Oct 2026. Company's own claim.
  44. 44.Supersoniq website. Accessed 14 Oct 2026. Company's own claim.
  45. 45.beri.net, published 10 Oct 2026. Accessed 14 Oct 2026.
  46. 46.Polyshares website. Accessed 14 Oct 2026. Company's own claim.
  47. 47.Polyshares website. Accessed 14 Oct 2026. Company's own claim.
  48. 48.Polyshares website. Accessed 14 Oct 2026. Company's own claim.
  49. 49.Mercor Data page. Accessed 14 Oct 2026. Company's own claim.
  50. 50.Mercor Data. Accessed 14 Oct 2026. Company's own claim.
  51. 51.OpenAI, GDPval paper (Table 1). Accessed 14 Oct 2026.
  52. 52.OpenAI, GDPval paper. Accessed 15 Oct 2026.
  53. 53.Troveo, agencies and consultancies guide, published 23 Sep 2026. Accessed 15 Oct 2026. Company's own claim.
  54. 54.Cognor Labs manufacturing page. Accessed 14 Oct 2026. Company's own claim.
  55. 55.Mercor Data page. Accessed 14 Oct 2026. Company's own claim.
  56. 56.Grepped security page. Accessed 14 Oct 2026. Company's own claim.