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AI Data Payout

Updated October 2026

Selling Shopify agency data for AI training: what it's worth and who buys it

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

Mercor takes repositories, commits, PRs and issues from GitHub, and separately names retail and e-commerce as a target industry.1,2

E-commerce agency team running a store launch checklist on a large wall screen

A Shopify agency's work is repetitive in a useful way. Every new store needs a theme built or customized in Liquid, product data migrated from somewhere else, apps chosen and wired together, checkout and shipping rules tested, and a launch checklist run the night before. Then the retainer begins: speed fixes, a new collection template, a broken integration after an app update, a Black Friday code freeze. The same problems appear across dozens of merchants, solved slightly differently each time.

That repetition across many stores is what makes an agency's archive different from any one brand's. It shows how experienced developers solve the same e-commerce problem in different contexts, in pull requests, tickets and client threads. Mercor takes GitHub repositories, PRs and issues and names e-commerce as an industry. Troveo names code with commits, reviews and bug history. Polyshares names both software and retail.

This page is for Shopify Partner agencies and other e-commerce development shops (BigCommerce, headless, Magento migrations) with ten or more staff. It describes a week of agency records, which buyers fit, why merchant store data and client-owned themes need sorting first, and what to ask before offering anything.

US custom programming firms with 10+ employees, where Shopify agencies are counted

10,5605

US custom programming firms with 10+ employees, where Shopify agencies are counted

repositories, commits, PRs and issues: what Mercor takes from GitHub

PRs1

repositories, commits, PRs and issues: what Mercor takes from GitHub

of Polyshares' named industries an agency spans: software and retail

26

of Polyshares' named industries an agency spans: software and retail

O*NET email score for software developers

88/1007

O*NET email score for software developers

Worth

What a agency's data may be worth

Set for a typical agency, 25 staff and 7 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 Shopify and e-commerce agencies. We can introduce you to the ones we work with.

Featured partners

  1. #2 in our ranking

    7.4 out of 10

    Polyshares

    Names software and retail, buys Slack and tickets, and excludes data held on behalf of clients, which decides how merchant work is handled.6,12,3

    Typical payout
    $100K to $2M+, Polyshares says10
    Fees
    None, Polyshares says13
    Time to get paid
    An offer in 1 to 2 weeks, then paid in 30 to 60 days14

    Watch out for: Exclusive by default, and every deal it lists is exclusive with no end date.15,16

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

    Takes GitHub repositories, PRs and issues, and names retail and e-commerce, so both the code and the domain fit.1,2

    Typical payout
    Mercor does not publish a range17
    Fees
    None, Mercor says18
    Time to get paid
    By wire 2 to 4 weeks after signing19

    Watch out for: It confirmed a cyberattack in 2026, and class actions followed.20,21

  2. #10 in our ranking

    5.8 out of 10

    Troveo

    Names code with its commits, reviews and bug history, the record a theme and app shop builds on every project.4

    Typical payout
    Six figures and up for a whole company, Troveo says22
    Fees
    A share of the revenue; the percentage is not published23

    Watch out for: You are paid from a revenue share, so ask what percentage you keep.23

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 Shopify and e-commerce 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.24,25
  • Polyshares takes software and saas, without marking it premium.26
  • VMS, a broker, gives software or tech extra weight when it estimates value.27

Which buyers take a agency your size

Shown for 25 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)28,29

    Too small at 25 staff

  • PolysharesWe can introduce you

    No headcount rule; the length and texture of the record matter more30

    No size floor

  • ModeWe can introduce you

    20+ full-time US office staff (accounting firms 10+, law firms 6+)31

    Takes 25 staff

  • PewterWe can introduce you

    20+ staff and 3+ years; by industry, from 10+ (healthcare) to 50+ (manufacturing, finance)32,33,34

    Takes 25 staff

  • GreppedWe can introduce you

    No headcount minimum stated35

    No size floor

  • VentraWe can introduce you

    30+ US employees and 3+ years of records36

    Too small at 25 staff

  • Mercor

    None stated37

    No size floor

  • Troveo

    No minimum stated; its estimator starts at 2038

    No size floor

  • Nyne

    20+ US W-2 employees and 3+ years39

    Takes 25 staff

  • Endless

    Roughly 30+ employees40

    Too small at 25 staff

  • Supersoniq

    50+ employees and 5+ years41

    Too small at 25 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
Theme and app repositoriesGitHub with Shopify CLILiquid, JavaScript and app code with review history, solving the same store problems across many merchants.Themes and apps a build contract may assign to the merchant.
Migration runbooks and data mappingNotion, spreadsheets, scriptsStep-by-step moves from other platforms, with the edge cases that broke last time.Merchant product, customer and order data inside mapping files.
Retainer ticketsJira, ClickUp, Gorgias-to-agency handoffsSmall, real problems on live stores, diagnosed and fixed with the merchant watching.Store URLs and merchant staff names.
Launch and QA checklistsNotion, Google SheetsThe process the agency wrote for taking a store live without losing orders.Nothing specific
Client Slack channelsSlack ConnectMerchants explaining what they need in plain language, and developers translating it.Anything a merchant shared about its sales or customers.

A week of records

A week of data at a agency

  • Monday: a migration kickoff, with a mapping sheet for 4,000 products and three custom metafields.
  • Tuesday: a PR for a new collection template, two rounds of review comments, then merged.
  • Wednesday: an app update breaks a merchant's subscription widget, and the fix is traced in a ticket thread.
  • Thursday: a pre-sale speed audit written up with six recommendations and estimates.
  • Friday: a launch checklist run for a new store, signed off in the client channel at 11pm.

Process

How it works with each buyer

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

Polyshares

What it buys
Slack, email, Drive, CRM, tickets, design files, calls and ERP12
Offer range
$100K-$2M+10
Personal data
A third-party PII partner scrubs data before it is licensed42
Excluded data
Data held on behalf of clients is excluded3
Fees
Charges sellers no fee13
Time to offer and payment
Offer 1-2 weeks after intake; paid Net 30-6014

Mercor

What it buys
Slack, Teams, Gmail, Outlook, Confluence, Salesforce, GitHub, Drive, Notion and 100+ other tools43
Who qualifies
Not published
Offer range
Not published17
Fees
No fees18
Security
SOC 2 Type II44
Time to payment
Wire 2-4 weeks after signing19

Troveo

Deal structure
Licensing, not sale, on a revenue share (percentage not published)23
First step
Free value assessment, then scoping45

Selling or closing

Selling or closing your agency? License its data first

If your agency is rolled into a larger commerce consultancy or wound down when a founder moves on, the archive is worth a look first. The internal starters, checklists and app code the agency built for itself are the parts least tied to any one merchant. Before a deal, ask each licensing company whether those can be licensed on their own and how merchant work in the same repositories would be kept out.3,4

FAQ

Shopify and e-commerce agencies: questions, answered

  • It is narrower and more repetitive, which helps. The same e-commerce problems repeat across many merchants, and Mercor names retail and e-commerce as an industry as well as taking GitHub PRs and issues.2,1

  • That depends on your build contracts, which is a question for the buyer and your advisers. Polyshares says it excludes data held on behalf of clients. Starters and private apps the agency built for itself are the safer place to begin.3

  • Both. Troveo describes code with its review and bug history, and Polyshares lists tickets and Slack. A retainer ticket that links a merchant's report to a PR is the kind of linked record buyers describe.4,12

  • Most buyers want 20 to 30 or more employees, and a few state no minimum. At 18, start with the buyers that state no minimum. Most also charge the seller nothing.28,39,46,47,48,38,18,13,49,50,51

  • It can hide in migration files and test fixtures. Polyshares uses a third-party partner to strip personal details, and Nyne says exporting a record does not by itself grant permission to license it. Agree who scans repos before transfer.42,52

  • Nalandadata ran "We buy private codebases to train AI" and DataFactor "Get paid $5k+ to license your code repos". Both are intermediaries' own ad claims, not AI lab prices.53

  • 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 build contracts assign themes and apps to the merchant?
  • How are merchant product, customer and order data removed from migration files?
  • How are API keys and store credentials removed from repositories?
  • Who owns this data: the company, an estate, or someone else?
  • How do CCPA, GDPR, UK GDPR and state privacy laws apply, and is de-identified data still personal information?
  • Do customer, vendor or platform contracts, NDAs or API terms restrict this?

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 (53)

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