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AI Data Payout

Updated October 2026

Selling an HVAC business? AI buyers have paid HVAC firms for records

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

Your shop has years of service calls, dispatch notes, tech diagnoses and CSR scripts sitting in ServiceTitan or Housecall Pro. AI companies now pay to license a copy of records like these, and HVAC is one of the few trades with a reported payment: The Information headlined data labeling startups paying HVAC companies $150,000 for data. We could not see whether that was a license or labeling work, so read it as interest, not a price.1,2

Match my companyWhat is it worth?

What they want

The job history, the dispatch board and the playbooks

Every call in your field service software holds the customer's complaint, the tech's diagnosis, the parts used and the follow-up, and the dispatch board shows how the office juggled no-heat emergencies against maintenance visits. Mode names ServiceTitan among the systems it buys from, and buyers list the trades among their targets and call recordings as in especially high demand.2,3,4

Your own playbooks count too: the CSR script for a no-heat call, the maintenance agreement checklist and the training for new techs. That is what micro1 means by SOPs, playbooks and templates. If you switched software a few years ago, find out whether the old system's job history can still be exported, because older history often adds the most years.5

Who fits

Is my shop big enough?

A shop with several crews, a dispatcher and an office team is the profile that fits. Most buyers want 20 to 30 or more people and 3+ years of records, and a few state no minimum. Some count headcount at your peak, so a shop that has trimmed crews may still qualify. The quiz asks your headcount and introduces you to the buyers that take a shop your size.6,7,4,8,9

What they pay is quoted as their own claims, and published ranges mostly run $100K to $2M. Offers can come fast, usually within a few days to two weeks of a first call.10,11,12,13,14

Is my shop big enough?
FactValue and source
HVAC companies and data labeling startups

The Information headlined data labeling startups "paying HVAC companies $150,000" for data

The article is paywalled. We saw only the headline and opening lines, and could not confirm whether the payment was for a data license, labeling work or both.

[1] The Information (headline only) ·

What Mode buys

Email and calendar, documents, chat, calls and transcripts, CRM and billing records, from Gmail, Outlook, Drive, Slack, Jira, Confluence, Salesforce, HubSpot, Zendesk, Notion, Zoom, QuickBooks, ServiceTitan and more

[2] Mode company data site · company's own claim ·

Ventra ads

Meta ads from 2026-10-11: "It's a license, not a sale", "You keep your company"; US companies with 30+ employees and 3+ years of records

Ads say call recordings, CAD files, support tickets and email are in especially high demand, and link to go.joinventra.com.

[4] Meta Ad Library, Ventra page · company's own claim ·

What stays out

Homeowners' details and recorded calls

Service records are full of homeowners' names, addresses and phone numbers, and many shops record calls. Buyers say names, contact details and account numbers are stripped out before anything is licensed, and some show you a before-and-after sample. Ask in writing who removes it and whether you approve a sample first; call recordings raise their own questions, listed below.15,16,17

If you are selling to a private equity platform, it may already hold other shops' records, which we cover on the roll-ups page. Either way, mention any data conversation to the buyer of the shop early, before the letter of intent.

FAQ

Questions, answered with sources

  • The Information headlined HVAC companies being paid $150,000. It is paywalled, and we could not confirm whether that was a license or labeling work.1

  • Job history and dispatch data from tools like ServiceTitan, call recordings, SOPs and playbooks, and tickets and CRM records.2,4,5,18

  • Usually at 20 or more people. Most buyers want 20 to 30 or more, and a few state no minimum.6,7,4,8,9

  • No source measures that. A data license is quoted separately, and published ranges mostly run $100K to $2M, as the buyers' own claims.11,10,12,13

  • Usually not, since most buyers charge sellers nothing. Brokers and marketplaces can take 8-30%, so ask for any cut in writing.19,20,21,22,23

  • Buyers say they remove them before anything is licensed, and some let you check a before-and-after sample first. Ask in writing who does the removal.15,17

  • 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.

Before you sign

Questions to talk through with your buyer

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

  • Do our field service software terms let us export and license job history?
  • 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 (23)

  1. 1.The Information (headline only). Accessed 14 Oct 2026.
  2. 2.Mode company data site. Accessed 14 Oct 2026. Company's own claim.
  3. 3.Pewter website. Accessed 14 Oct 2026. Company's own claim.
  4. 4.Meta Ad Library, Ventra page. Accessed 14 Oct 2026. Company's own claim.
  5. 5.micro1 Enterprise Data Partnership page. Accessed 14 Oct 2026. Company's own claim.
  6. 6.Mode company data site. Accessed 14 Oct 2026. Company's own claim.
  7. 7.Pewter website. Accessed 14 Oct 2026. Company's own claim.
  8. 8.micro1 company referral page. Accessed 14 Oct 2026. Company's own claim.
  9. 9.Grepped business page. Accessed 14 Oct 2026. Company's own claim.
  10. 10.Ventra company data page. Accessed 14 Oct 2026. Company's own claim.
  11. 11.micro1 company referral page. Accessed 14 Oct 2026. Company's own claim.
  12. 12.Polyshares website. Accessed 14 Oct 2026. Company's own claim.
  13. 13.Mode company data site. 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.Pewter website. Accessed 14 Oct 2026. Company's own claim.
  17. 17.Pewter website. Accessed 14 Oct 2026. Company's own claim.
  18. 18.Polyshares website. Accessed 14 Oct 2026. Company's own claim.
  19. 19.Pewter website. Accessed 14 Oct 2026. Company's own claim.
  20. 20.Mode company data site. Accessed 14 Oct 2026. Company's own claim.
  21. 21.Polyshares website. Accessed 14 Oct 2026. Company's own claim.
  22. 22.Jottings how we get paid page. Accessed 14 Oct 2026. Company's own claim.
  23. 23.FileYield data buyers page. Accessed 14 Oct 2026. Company's own claim.