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AI Data Payout

Updated October 2026

License your construction company'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

Polyshares lists a $300,000 license for a general contractor on its track record page, and names construction among its industries.1,2

Placeholder: project manager and superintendent reviewing marked-up drawings in a site trailer, image pending approval
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A building gets built twice: once on site and once on paper. Every question the superintendent cannot answer becomes an RFI, every product swap becomes a submittal, every surprise behind the drywall becomes a change order with a price and a fight attached, and every day ends with a log of who was on site and what got done. A mid-size contractor writes thousands of these a year, each tied to a drawing, a date and an outcome.

That paper trail is a record of construction judgment, and it is the kind of record AI buyers describe. Polyshares names construction and has published a general contractor license. Nyne buys estimates, invoices, jobs and dispatch. Two broker ads seen on 2026-10-14 name Procore and Buildertrend outright.

This hub is for owners and operations leads at general contractors, homebuilders and remodelers with ten or more people in the office and the field. It shows which project records buyers ask about, what is usually the owner's or architect's rather than yours, which buyers take a company your size, and the questions to raise before any job file leaves your server. Sub-pages go deeper on commercial GCs and on residential builders and remodelers.

US commercial and institutional building contractors with 10+ employees

11,8354

US commercial and institutional building contractors with 10+ employees

US residential remodelers with 10+ employees

9,0815

US residential remodelers with 10+ employees

published general contractor license (Polyshares' own claim)

$300,0001

published general contractor license (Polyshares' own claim)

O*NET email score for cost estimators; construction managers 98

100/1006

O*NET email score for cost estimators; construction managers 98

Worth

What a contractor's data may be worth

Set for a typical contractor, 45 staff and 10 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 general contractors, builders and remodelers. We can introduce you to the ones we work with.

Featured partners

  1. #1 in our ranking

    7.7 out of 10

    micro1

    Asks for SOPs, project management workflows and task histories, which a contractor keeps as its preconstruction checklists and closeout procedures.11,12

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

    Watch out for: Says it removes personal details only "when relevant", so ask exactly how.13

  2. #2 in our ranking

    7.4 out of 10

    Polyshares

    Names construction, has published a general contractor license, and buys email, Drive, spreadsheets and ERP exports, where bids and job costs sit.2,1,14

    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

    Does not name construction, but takes Outlook, Teams, Drive and 100+ other tools, so a GC's project email can be connected without a special export.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. #4 in our ranking

    7.0 out of 10

    Nyne AI

    Names estimates, invoices, jobs and dispatch, plus QuickBooks and Asana, which is how many builders and remodelers track a job from bid to final payment.26,27

    Typical payout
    $100K or more, Nyne says28

    Watch out for: Pays only after the dataset is accepted, and publishes no timeline.29

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 general contractors, builders and remodelers?

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

  • Troveo puts construction and trades in its second of four demand tiers: "Your industry carries above-average buyer demand."30
  • Polyshares takes construction and specialty trades, without marking it premium.31
  • VMS, a broker, gives construction standard weight when it estimates value.32

Which buyers take a contractor your size

Shown for 45 staff, a typical contractor. Ask whether contractors and part-time staff count.

  • micro1We can introduce you

    30+ employees (its partnership page says 30 to 200)33,34

    Takes 45 staff

  • PolysharesWe can introduce you

    No headcount rule; the length and texture of the record matter more35

    No size floor

  • ModeWe can introduce you

    20+ full-time US office staff (accounting firms 10+, law firms 6+)36

    Takes 45 staff

  • PewterWe can introduce you

    20+ staff and 3+ years37

    Takes 45 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 45 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 45 staff

  • Endless

    Roughly 30+ employees43

    Takes 45 staff

  • Supersoniq

    50+ employees and 5+ years44

    Too small at 45 staff

What buyers value

What in a contractor'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 contractor's records buyers value
DataWhere it livesWhy a buyer values itRaise with the buyer
RFI logs and responsesProcore, Autodesk Construction Cloud or emailA question, the drawing it points at, the designer's answer and the days it took: field problem solving with an outcome attached.Architect and engineer names, and whether the design team considers its responses its own work.
Change orders and change order logsProcore, Buildertrend, ExcelHow scope changes get priced, argued and approved, step by step, with the money visible.Owner names and contract values on each change.
Submittal packages and review commentsProcore or a shared driveProduct data matched to a spec section, then returned approved, revised or rejected with reasons.Manufacturer cut sheets that are third-party copyrighted material.
Daily logs and site reportsProcore, Buildertrend, RakenWeather, crews, deliveries and delays written down every working day, the raw timeline of a project.Worker names and any injury reports.
Bids, estimates and buyout sheetsExcel, estimating software, emailHow a contractor turns drawings into a number and then chooses subs to hit it.Subcontractor pricing shared with you in confidence.
Project manager and superintendent emailOutlook or GmailCoordination across owner, architect and a dozen trades, where most schedule decisions are actually made.Owner and tenant details on private and government jobs.

Software

Software general contractors, builders and remodelers run on

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 histories11
Who qualifies
30 to 200 employees34
Offer range
$100K-$2M+ per data package; over $1M for unique data8
Personal data
PII removed "when relevant"13
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 ERP14
Offer range
$100K-$2M+9
Personal data
A third-party PII partner scrubs data before it is licensed46
Excluded data
Data held on behalf of clients is excluded47
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 tools19
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

Nyne AI

What it buys
QuickBooks, Xero, NetSuite, Salesforce, HubSpot, Asana and Jira27
Who qualifies
20+ US W-2 employees and 3+ years in business42
Offer range
$100K or more28
Offer policy
Says it beats written offers from other buyers49

Selling or closing

Selling or closing your contractor? License its data first

Contracting firms are sold to key employees, merged into larger GCs or wound down when the founder retires, and the job files usually sit on a server nobody opens. Polyshares describes its published deals, the general contractor license among them, as perpetual and exclusive. If a sale is coming, ask each licensing company whether an exclusive license would follow the business to its new owner, and whether you can license completed jobs before closing.3,1

FAQ

Construction contractors: questions, answered

  • Yes, buyers already take it. Polyshares names construction and lists a $300,000 general contractor license, and Nyne buys estimates, jobs and invoices. What they want is the written record of how jobs run: RFIs, change orders, daily logs and project email.2,1,26

  • ENR reported that Procore cut Trunk Tools off from its API, citing the security of customers' data, as construction platforms compete over data to train AI agents. Your project records have value to more than one party, which is worth knowing before anyone asks you to connect an account.50

  • Yes. Clova Data ran Meta ads on 2026-10-14 naming Procore and Buildertrend, aimed at construction firms with 20+ office staff and 4+ years. Return My Time's ads list bid histories and change logs. Both are intermediaries, not the AI labs themselves.51,52

  • Less than you might think. Cost estimators score 100 out of 100 on O*NET's email scale and construction managers 98, and those are the people who write the RFIs, estimates and change orders. Count your office and project management staff when you size the archive.6

  • It depends on the buyer. micro1 asks for 30+ employees, Nyne and Pewter ask for 20+ with 3+ years, and Polyshares says any company with real operating history. In 2022, 4,119 US commercial building contractors had 30+ employees.33,42,53,54,4

  • The one published construction figure is Polyshares' $300,000 general contractor license, its own claim with no size or data volume given. Wider published ranges mostly run $100K to $2M, also as the buyers' own claims: micro1 states $100K-$2M+, Cognor Labs and Ventra $100K-$2M. Years of linked RFIs, change orders and cost data are what move a contractor up that range.1,8,55,56

  • You can offer that. SOPs, playbooks and templates top micro1's list, and a package of your own procedures leaves owner and design-team documents out. Say so on the first call so the offer is priced for what you are actually including.11

  • 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 owner contracts and government jobs carry confidentiality or security terms that rule their files out?
  • How will owner, tenant, sub and worker names be removed from logs, RFIs and email?
  • Will an exclusive license limit what we can do with the same records later, including in a sale?
  • Who owns this data: the company, an estate, or someone else?
  • Do customer, vendor or platform contracts, NDAs or API terms restrict this?
  • 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?

Proof

Deals in this kind of business

  • Polyshares lists a $300,000 license for a general contractor, described as a "perpetual exclusive license to the operational record". This is Polyshares' own claim; it names no company, size or buyer.1,3

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. Not yet reviewed by a person, so search engines are asked not to index it. 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 track record. Accessed 14 Oct 2026. Company's own claim.
  2. 2.Polyshares website. Accessed 14 Oct 2026. Company's own claim.
  3. 3.Polyshares track record. Accessed 14 Oct 2026. Company's own claim.
  4. 4.US Census Bureau, Statistics of US Businesses 2022. Accessed 14 Oct 2026.
  5. 5.US Census Bureau, Statistics of US Businesses 2022. 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.micro1 Enterprise Data Partnership page. Accessed 14 Oct 2026. Company's own claim.
  13. 13.beri.net, published 10 Oct 2026. Accessed 14 Oct 2026.
  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 page. 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.Nyne, sell company data. Accessed 14 Oct 2026. Company's own claim.
  27. 27.Nyne sell-company-data page. Accessed 14 Oct 2026. Company's own claim.
  28. 28.Nyne sell-company-data page. Accessed 14 Oct 2026. Company's own claim.
  29. 29.Nyne sell-company-data page. Accessed 14 Oct 2026. Company's own claim.
  30. 30.Troveo business data assessment. Accessed 14 Oct 2026. Company's own claim.
  31. 31.Polyshares intake catalog. Accessed 14 Oct 2026. Company's own claim.
  32. 32.VMS data licensing page. Accessed 14 Oct 2026. Company's own claim.
  33. 33.micro1 company referral page. Accessed 14 Oct 2026. Company's own claim.
  34. 34.micro1 Enterprise Data Partnership page. Accessed 14 Oct 2026. Company's own claim.
  35. 35.Polyshares. Accessed 14 Oct 2026. Company's own claim.
  36. 36.Mode company data site. Accessed 14 Oct 2026. Company's own claim.
  37. 37.Pewter website. Accessed 14 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.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.Mercor Data page. Accessed 14 Oct 2026. Company's own claim.
  49. 49.Nyne sell-company-data page. Accessed 14 Oct 2026. Company's own claim.
  50. 50.ENR, published 12 Jun 2026. Accessed 14 Oct 2026.
  51. 51.Meta Ad Library, Clova Data. Accessed 14 Oct 2026. Company's own claim.
  52. 52.Meta Ad Library, Return My Time. Accessed 14 Oct 2026. Company's own claim.
  53. 53.Pewter website. Accessed 14 Oct 2026. Company's own claim.
  54. 54.Polyshares website. Accessed 14 Oct 2026. Company's own claim.
  55. 55.Cognor Labs partners page. Accessed 14 Oct 2026. Company's own claim.
  56. 56.Ventra company data page. Accessed 14 Oct 2026. Company's own claim.