Industry guide
Job notes, estimates and booking calls: the home service data AI labs buy
Home service companies record every job: the booking call, the tech's diagnosis, the options presented, and the follow-up. The Information reported data companies paying HVAC firms around $150,000, and the reason is that this record teaches AI agents real field service work.
Most of it already sits in ServiceTitan, Housecall Pro or Jobber, a phone system with call recording, and training binders. Buyers want the written trail of how your team actually does the work, so most owners lead with SOPs and training material, then add day-to-day records once personal details are dealt with.
- Key figure
- 23,241
- Buyers' published range
- $100K to $2M+
- Time to a written offer
- Days to 2 weeks
- Owner time, per buyers
- 1 to 3 hours
01 / What buyers value
Records a buyer will look for at a home service company
Job history and tech notes
Where it lives
Field service software
Why a buyer wants it
Diagnosis to repair, in the tech's words
Raise first
Customer addresses
Estimates and option sheets
Where it lives
Field service software
Why a buyer wants it
Good, better, best choices and what sold
Raise first
Prices
Dispatch and scheduling
Where it lives
Dispatch board
Why a buyer wants it
Routing and priority decisions
Raise first
Tech identities
Booking call recordings
Where it lives
Phone system
Why a buyer wants it
How CSRs handle callers
Raise first
Customer voices and details
Training binders and scripts
Where it lives
Shared drive
Why a buyer wants it
How the company teaches the job
Raise first
Usually nothing
| Record | Where it lives | Why a buyer wants it | Raise first |
|---|---|---|---|
| Job history and tech notes | Field service software | Diagnosis to repair, in the tech's words | Customer addresses |
| Estimates and option sheets | Field service software | Good, better, best choices and what sold | Prices |
| Dispatch and scheduling | Dispatch board | Routing and priority decisions | Tech identities |
| Booking call recordings | Phone system | How CSRs handle callers | Customer voices and details |
| Training binders and scripts | Shared drive | How the company teaches the job | Usually nothing |
02 / Value
Putting a number on a home service company's data
No buyer publishes a price list by industry. What they do publish is a range for a whole company: micro1, Polyshares and Ventra each advertise deals from roughly $100K to $2M or more, and Pewter's licensing partner cites examples between $350K and $650K. Read those as the buyers' own marketing figures, not offers.
For a home service company of about 35 people, three things move the number most: how many years of history you have, how much of the work is written down in one place, and how cleanly client and employee details can be removed. Try the worth estimator for a range based on your size.
03 / Buyers
Which buyers take home service companies
On Troveo's intake form, the closest category ("construction and trades") sits in the second of its four demand tiers, which it describes as above-average demand. Polyshares accepts hvac, though it does not mark it as premium.
Published size rule
Asks for at least 30 staff, with no upper limit
A 35-person home service company
Fits at 35
Published size rule
At least 20 full-time US office employees, or 10 for accounting and 6 for law
A 35-person home service company
Fits at 35
Published size rule
At least 20 W-2 staff in the US and three years of history
A 35-person home service company
Fits at 35
Published size rule
At least 20 people and three years, with a higher bar in some sectors
A 35-person home service company
Fits at 35
Published size rule
At least 30 US staff and three years of data
A 35-person home service company
Fits at 35
Published size rule
Around 30 people or more
A 35-person home service company
Fits at 35
Published size rule
No headcount floor; it weighs how deep the record goes
A 35-person home service company
No size floor
Published size rule
Publishes no minimum
A 35-person home service company
No size floor
Published size rule
Publishes no minimum (its calculator begins at 20)
A 35-person home service company
No size floor
| Buyer | Published size rule | A 35-person home service company |
|---|---|---|
| micro1 | Asks for at least 30 staff, with no upper limit | Fits at 35 |
| Mode | At least 20 full-time US office employees, or 10 for accounting and 6 for law | Fits at 35 |
| Nyne | At least 20 W-2 staff in the US and three years of history | Fits at 35 |
| Pewter | At least 20 people and three years, with a higher bar in some sectors | Fits at 35 |
| Ventra | At least 30 US staff and three years of data | Fits at 35 |
| Endless | Around 30 people or more | Fits at 35 |
| Polyshares | No headcount floor; it weighs how deep the record goes | No size floor |
| Mercor | Publishes no minimum | No size floor |
| Troveo | Publishes no minimum (its calculator begins at 20) | No size floor |
Some buyers pay us a referral fee. It never changes your price, and it never changes the order of our rankings.
04 / Typical week
What one ordinary week produces
- Monday: a heat wave fills the board with no-cool calls.
- Tuesday: a tech quotes a replacement with three options.
- Wednesday: maintenance members booked for spring tune-ups.
- Thursday: a callback traced to a misdiagnosis and noted.
- Friday: CSR call reviews and a script update.
Illustrative. Multiply one week by every year you have kept, and that is the record a buyer is looking at. The written decisions matter more than the totals.
05 / Segments
Segments within home service companies
- HVAC companies: Equipment histories, diagnostic notes and repair versus replace proposals are what AI buyers want from HVAC firms. Who buys and what to protect.
- Plumbing companies: Emergency booking notes, camera inspections and repipe estimates are what buyers want from plumbers. Who buys plumbing data and how it works.
- Roofing companies: Annotated inspections, insurance supplements and production notes from roofers are wanted by AI labs. Buyers, privacy and process.
- Solar installers: Proposals, permits, interconnection files and inspection records are what buyers want from solar installers. Who buys and what Polyshares has published.
- ServiceTitan data: Tech notes, booked calls, estimates and dispatch history in ServiceTitan are what AI buyers want. How to get it out and what to check first.
- Jobber data: Client requests, quotes, job notes and text threads in Jobber are what buyers want from smaller service businesses. How to export and what to check.
06 / Process
How a deal works
- 1
Check the fit
Answer a few questions about headcount, years of records and the systems you use. No files change hands.
- 2
Inventory call
A buyer walks through what you hold and what it wants. Most say the owner spends one to three hours in total.
- 3
Written offer
Buyers usually send terms within days to two weeks: price, scope, term and whether the deal is exclusive.
- 4
Clean and deliver
Personal details are removed under the agreed method, then a copy is exported. Your originals stay where they are.
micro1
What it asks for
Procedures, internal wikis, project and task history, CRM activity
Offer and payment
Up to 30 days to review, then paid within 30 days of invoice
Ask about
Its master terms describe a perpetual license. It says it strips personal details "when relevant", so ask exactly how.
Ventra
What it asks for
Mainly inboxes, recorded calls and helpdesk tickets
Offer and payment
Offer in 3 to 7 days, then net 30 or 60
Ask about
Its terms warn it may be unable to erase data after delivery.
Polyshares
What it asks for
Inboxes, recorded calls, helpdesk tickets and ERP extracts
Offer and payment
Offer in 1 to 2 weeks, paid in 30 to 60 days
Ask about
Licenses are exclusive by default.
Pewter
What it asks for
Operating records for the industries on its list
Offer and payment
No fee to the owner, it says
Ask about
Launched October 2026 by a Florida sales agency. Its licensing partner, not Pewter, signs and pays.
| Buyer | What it asks for | Offer and payment | Ask about |
|---|---|---|---|
| micro1 | Procedures, internal wikis, project and task history, CRM activity | Up to 30 days to review, then paid within 30 days of invoice | Its master terms describe a perpetual license. It says it strips personal details "when relevant", so ask exactly how. |
| Ventra | Mainly inboxes, recorded calls and helpdesk tickets | Offer in 3 to 7 days, then net 30 or 60 | Its terms warn it may be unable to erase data after delivery. |
| Polyshares | Inboxes, recorded calls, helpdesk tickets and ERP extracts | Offer in 1 to 2 weeks, paid in 30 to 60 days | Licenses are exclusive by default. |
| Pewter | Operating records for the industries on its list | No fee to the owner, it says | Launched October 2026 by a Florida sales agency. Its licensing partner, not Pewter, signs and pays. |
07 / Timing
If you are selling or winding down
A data license can sit alongside a sale or a wind-down. If you are selling the business, agree with the acquirer who keeps the right to license the archive. If you are closing down, keep the workspace and inboxes alive until a buyer has seen them. A closed company is not out of options: SimpleClosure reports more than 150 completed sales of shut-down startups' archives.
FAQ
Questions, answered
Do buyers want call recordings?
Several do. Ventra says call recordings are in high demand. They need the most cleanup because callers give names and addresses.
Which part of our data matters most?
Tech notes and estimates. They show how a problem was diagnosed and how the customer decided, which is hard to find anywhere else.
Is a 35-person home service company big enough?
9 of the 9 buyers in our size check take a home service company that size, going by their own published rules. Below 20 people your options narrow to the buyers with no stated minimum.
Do we lose our records if we license them?
No. A license gives the buyer a copy for agreed uses and your originals stay put. Read the term and deletion clauses closely: micro1's master terms describe a perpetual license, and Ventra warns it may be unable to erase data after delivery.
Find the buyers that fit your company
Answer a few questions about your size, tools and history. We show which buyers want a company like yours. Free, no files.
Keep reading
Sources
Every number on this page links back to one of these.
- 1onetonline.org: 4.C.1.a.2.honetonline.org
- 2theinformation.com: Data labeling startups paying hvac companies 150 000 datatheinformation.com
- 3Troveo: Business data programtroveo.ai
- 4Polyshares: Sell company datapolyshares.com
- 5micro1: Company referral programmicro1.ai
- 6Beri: micro1 enterprise data partnerships, terms and risksberi.net
- 7Mode: Data program requirementsdata.mode.inc
- 8Nyne: Sell company datanyne.ai
- 9Pewter: Company data licensingpewterdata.com
- 10Pewter: Partner examplespewterdata.com
- 11Ventra: Company datajoinventra.com
- 12US Census Bureau: Statistics of US Businesses, 2022www2.census.gov
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