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AI Data Payout

Updated October 2026

License your software agency's data to AI buyers

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

Troveo names "production code with its commits, reviews, and bug history" and says code has become its own market.1

Developers pairing on a code review at a shared desk in a software agency

A software agency is paid to turn a client's vague idea into working code, and every step of that leaves a trace. The discovery call becomes a statement of work and an estimate. The estimate becomes a Jira or Linear backlog. Each ticket becomes a branch, a pull request, a code review with comments and a merge. Bugs come back from the client's QA, get reproduced, discussed in a shared Slack channel and fixed. After a few years and a few hundred projects, an agency holds one of the richest records of software work there is.

Code with its review and bug history is the data type AI buyers name most clearly. Troveo names production code with commits, reviews and bug history. Mercor connects to GitHub and lists repositories, commits, PRs and issues. Software developers are a GDPval occupation, and QA testers score 100 on O*NET's email scale. Brokers now run ads offering to buy codebases outright.

This hub is for owners of custom development shops, product studios, mobile and web agencies and platform specialists with ten or more staff. It explains what buyers want from an agency, why code written under client contracts is the first thing to sort out, which buyers fit, and what to keep out of a first package. A sub-page covers Shopify and e-commerce agencies.

US custom computer programming firms with 10+ employees

10,5603

US custom computer programming firms with 10+ employees

of them with 30+, micro1's floor

4,7253,4

of them with 30+, micro1's floor

software developers are a benchmark occupation

GDPval5

software developers are a benchmark occupation

O*NET email score for software QA testers; developers 88

100/1006

O*NET email score for software QA testers; developers 88

Worth

What a agency's data may be worth

Set for a typical agency, 40 staff and 9 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 software development agencies. We can introduce you to the ones we work with.

Featured partners

  1. #1 in our ranking

    8.7 out of 10

    micro1

    Lists "Technology companies" first among its target industries and asks for active use of modern software tools.11

    Typical payout
    $100K to $2M+, micro1 says8

    Watch out for: Says it removes personal details only "when relevant", so ask exactly how.12

  2. #2 in our ranking

    7.4 out of 10

    Polyshares

    Names software among its industries and buys Slack, tickets and Drive, but excludes data held on behalf of clients.13,14,2

    Typical payout
    $100K to $2M+, Polyshares says9
    Fees
    None, Polyshares says15
    Time to get paid
    An offer in 1 to 2 weeks, then paid in 30 to 60 days16

    Watch out for: Exclusive by default, and every deal it lists is exclusive with no end date.17,18

Everyone else we reviewed

By score, with full reviews. We have no referral agreement with these companies, so we do not link out to them.

  1. #3 in our ranking

    7.1 out of 10

    Mercor

    Connects to GitHub and takes repositories, commits, PRs and issues, plus Slack and Jira-adjacent tools.19,20

    Typical payout
    Mercor does not publish a range21
    Fees
    None, Mercor says22
    Time to get paid
    By wire 2 to 4 weeks after signing23

    Watch out for: It confirmed a cyberattack in 2026, and class actions followed.24,25

  2. #10 in our ranking

    5.8 out of 10

    Troveo

    Names production code with commits, reviews and bug history, and says code has become its own market.1

    Typical payout
    Six figures and up for a whole company, Troveo says26
    Fees
    A share of the revenue; the percentage is not published27

    Watch out for: You are paid from a revenue share, so ask what percentage you keep.27

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 software development agencies?

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

  • Troveo puts developer tools, data and AI infrastructure, and cybersecurity in its top demand tier, and business and consumer apps in its third.28,29
  • Polyshares takes software and saas, without marking it premium.30
  • VMS, a broker, gives software or tech extra weight when it estimates value.31

Which buyers take a agency your size

Shown for 40 staff, a typical agency. Ask whether contractors and part-time staff count.

  • micro1We can introduce you

    30+ employees (its partnership page says 30 to 200)4,32

    Takes 40 staff

  • PolysharesWe can introduce you

    No headcount rule; the length and texture of the record matter more33

    No size floor

  • ModeWe can introduce you

    20+ full-time US office staff (accounting firms 10+, law firms 6+)34

    Takes 40 staff

  • PewterWe can introduce you

    20+ staff and 3+ years; by industry, from 10+ (healthcare) to 50+ (manufacturing, finance)35,36,37

    Takes 40 staff

  • GreppedWe can introduce you

    No headcount minimum stated38

    No size floor

  • VentraWe can introduce you

    30+ US employees and 3+ years of records39

    Takes 40 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 40 staff

  • Endless

    Roughly 30+ employees43

    Takes 40 staff

  • Supersoniq

    50+ employees and 5+ years44

    Too small at 40 staff

What buyers value

What in a agency'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 agency's records buyers value
DataWhere it livesWhy a buyer values itRaise with the buyer
Pull requests and code review threadsGitHub, GitLab, BitbucketA change, the reviewer's objections and the fix, which is how engineering judgment is taught.Which repositories belong to clients under their contracts.
Tickets and backlogsJira, Linear, ClickUpRequirements broken into work, estimated, re-estimated and closed, with the discussion attached.Client product details and unreleased features.
Statements of work and estimatesGoogle Docs, proposal toolsHow an agency scopes and prices software, and how close the estimate came.Client names and rates.
Client Slack channels and emailSlack Connect, Gmail, OutlookChange requests, bug reports and launch-day decisions, in the client's own words.Client staff names and anything under an NDA.
Internal libraries, starters and toolingGitHub, internal package registryCode the agency built for itself and reuses across projects, usually the cleanest to offer.Open-source licenses on any bundled code.
Engineering handbooks and QA checklistsNotion, ConfluenceThe agency's standards for review, testing and deployment, written for new hires.Nothing specific

Narrower

Kinds of software development agencies

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 histories45
Who qualifies
30 to 200 employees32
Offer range
$100K-$2M+ per data package; over $1M for unique data8
Personal data
PII removed "when relevant"12
Ownership
The company keeps ownership of its data and reviews samples before release46
Time to payment
Not published

Polyshares

What it buys
Slack, email, Drive, CRM, tickets, design files, calls and ERP14
Offer range
$100K-$2M+9
Personal data
A third-party PII partner scrubs data before it is licensed47
Excluded data
Data held on behalf of clients is excluded2
Fees
Charges sellers no fee15
Time to offer and payment
Offer 1-2 weeks after intake; paid Net 30-6016

Mercor

What it buys
Slack, Teams, Gmail, Outlook, Confluence, Salesforce, GitHub, Drive, Notion and 100+ other tools20
Who qualifies
Not published
Offer range
Not published21
Fees
No fees22
Security
SOC 2 Type II48
Time to payment
Wire 2-4 weeks after signing23

Troveo

Deal structure
Licensing, not sale, on a revenue share (percentage not published)27
First step
Free value assessment, then scoping49

Selling or closing

Selling or closing your agency? License its data first

When a dev agency is sold, the buyer is usually after the team and the client list, and owners searching how to sell a codebase are usually thinking about code they wrote for themselves. If a sale or wind-down is coming, ask each licensing company whether internal libraries and closed projects can be licensed separately from client work, and what a buyer of the agency would need to be told about a license signed beforehand.1,2

FAQ

Software development agencies: questions, answered

  • Buyers say they want code with its history. Troveo names production code with commits, reviews and bug history, and Mercor takes repositories, commits, PRs and issues from GitHub. Nalandadata and DataFactor have run Meta ads offering to buy private codebases and code repos.1,19,50

  • It is not what buyers describe. Troveo's wording is code with its commits, reviews and bug history, and Mercor lists PRs and issues beside repositories. The discussion around a change is what shows judgment.1,19

  • Start with what the agency built for itself: internal libraries, starter kits, tooling and its own products. Polyshares says it excludes data held on behalf of clients, and client repositories are the first thing any buyer will ask about.2

  • DataFactor ran Meta ads headed "Get paid $5k+ to license your code repos". That is its own ad copy for individual repositories, not a price for an agency's archive. Published ranges for whole companies mostly run $100K to $2M, as the buyers' own claims.50,8,51,52,53

  • Developers score 88 out of 100 on O*NET's email scale and QA testers 100, but in an agency most writing is in tickets, PRs and Slack rather than email. Count those tools when you describe the archive.6

  • Most buyers want 20 to 30 or more employees, and a few state no minimum. In 2022, 4,725 US programming firms had 30+ employees.4,42,54,55,56,41,3

  • 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

  • Which client contracts assign code and deliverables to the client, and are those repos excluded?
  • How are secrets, credentials and client identifiers removed from code and tickets?
  • How is open-source code inside our repositories handled?
  • Who owns this data: the company, an estate, or someone else?
  • Do customer, vendor or platform contracts, NDAs or API terms restrict this?
  • Could the data include privileged material or trade secrets?

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.Troveo, license company data for AI, published 20 Aug 2026. Accessed 14 Oct 2026. Company's own claim.
  2. 2.Polyshares website. Accessed 14 Oct 2026. Company's own claim.
  3. 3.US Census Bureau, Statistics of US Businesses 2022. Accessed 14 Oct 2026.
  4. 4.micro1 company referral page. Accessed 14 Oct 2026. Company's own claim.
  5. 5.OpenAI, GDPval paper (Table 1). Accessed 14 Oct 2026.
  6. 6.O*NET OnLine, E-Mail work context. Accessed 14 Oct 2026.
  7. 7.Forbes, published 16 Apr 2026. Accessed 14 Oct 2026.
  8. 8.micro1 company referral page. Accessed 14 Oct 2026. Company's own claim.
  9. 9.Polyshares website. Accessed 14 Oct 2026. Company's own claim.
  10. 10.Bloomberg Law, published 17 Aug 2026. Accessed 14 Oct 2026.
  11. 11.micro1 Enterprise Data Partnership page. Accessed 14 Oct 2026. Company's own claim.
  12. 12.beri.net, published 10 Oct 2026. Accessed 14 Oct 2026.
  13. 13.Polyshares website. Accessed 14 Oct 2026. Company's own claim.
  14. 14.Polyshares website. Accessed 14 Oct 2026. Company's own claim.
  15. 15.Polyshares website. Accessed 14 Oct 2026. Company's own claim.
  16. 16.Polyshares website. Accessed 14 Oct 2026. Company's own claim.
  17. 17.Polyshares data handling page. Accessed 14 Oct 2026. Company's own claim.
  18. 18.Polyshares track record page. Accessed 14 Oct 2026. Company's own claim.
  19. 19.Mercor Data. Accessed 14 Oct 2026. Company's own claim.
  20. 20.Mercor Data page. Accessed 14 Oct 2026. Company's own claim.
  21. 21.Mercor Data page. Accessed 14 Oct 2026. Company's own claim.
  22. 22.Mercor Data page. Accessed 14 Oct 2026. Company's own claim.
  23. 23.Mercor Data page. Accessed 14 Oct 2026. Company's own claim.
  24. 24.TechCrunch, published 31 Mar 2026. Accessed 14 Oct 2026.
  25. 25.HR Dive, published 13 Apr 2026. Accessed 14 Oct 2026.
  26. 26.Troveo business data page. Accessed 14 Oct 2026. Company's own claim.
  27. 27.Troveo, published 11 Sep 2026. Accessed 14 Oct 2026. Company's own claim.
  28. 28.Troveo business data assessment. Accessed 14 Oct 2026. Company's own claim.
  29. 29.Troveo business data assessment. Accessed 14 Oct 2026. Company's own claim.
  30. 30.Polyshares intake catalog. Accessed 14 Oct 2026. Company's own claim.
  31. 31.VMS data licensing page. Accessed 14 Oct 2026. Company's own claim.
  32. 32.micro1 Enterprise Data Partnership page. Accessed 14 Oct 2026. Company's own claim.
  33. 33.Polyshares. Accessed 14 Oct 2026. Company's own claim.
  34. 34.Mode company data site. Accessed 14 Oct 2026. Company's own claim.
  35. 35.Pewter website. Accessed 14 Oct 2026. Company's own claim.
  36. 36.Pewter partner update to AI Data Payout (email, 2026-10-15), published 15 Oct 2026. Accessed 15 Oct 2026. Company's own claim.
  37. 37.Pewter partner update to AI Data Payout (email, 2026-10-15), published 15 Oct 2026. Accessed 15 Oct 2026. Company's own claim.
  38. 38.Grepped business page. Accessed 14 Oct 2026. Company's own claim.
  39. 39.Meta Ad Library, Ventra page. Accessed 14 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.micro1 Enterprise Data Partnership page. Accessed 14 Oct 2026. Company's own claim.
  46. 46.beri.net, published 10 Oct 2026. Accessed 14 Oct 2026.
  47. 47.Polyshares website. Accessed 14 Oct 2026. Company's own claim.
  48. 48.Mercor Data page. Accessed 14 Oct 2026. Company's own claim.
  49. 49.Troveo, published 11 Sep 2026. Accessed 14 Oct 2026. Company's own claim.
  50. 50.Meta Ad Library, Nalandadata and DataFactor. Accessed 14 Oct 2026. Company's own claim.
  51. 51.Cognor Labs partners page. Accessed 14 Oct 2026. Company's own claim.
  52. 52.Ventra company data page. Accessed 14 Oct 2026. Company's own claim.
  53. 53.Jottings how we get paid page. Accessed 14 Oct 2026. Company's own claim.
  54. 54.Cognor Labs partners page. Accessed 14 Oct 2026. Company's own claim.
  55. 55.Goldmined.ai check page. Accessed 14 Oct 2026. Company's own claim.
  56. 56.Mercor Data page. Accessed 14 Oct 2026. Company's own claim.