Updated October 2026
Selling homebuilder and remodeler data for AI training: what it's worth and who buys it
Of 9,081 US residential remodelers with 10+ employees, only 1,500 have 30+, so buyer size floors decide more here than in commercial work.1
A kitchen remodel is a negotiation that lasts four months. The homeowner picks a tile, sees it in daylight and changes their mind, the cabinet lead time slips, the inspector wants a different vent, and the project manager writes it all down so the final invoice holds up. Builders of new homes run the same loop on a larger scale: lot, plan, options, selections, construction, walkthrough and warranty.
In most remodeling and building companies that loop lives in one place, usually Buildertrend or a similar job management tool, plus the owner's phone and inbox. It is a record of how a small business explains cost and time to non-experts, which is a skill AI systems still handle badly. Nyne buys estimates, invoices and job records, and Polyshares names construction.
This page is for remodelers, design-build firms and production and custom homebuilders with ten or more staff. Most such firms are smaller than the commercial GCs on the parent page, so it pays close attention to which buyers take a 12 or 20 person company, and to the homeowner information that has to be raised before anything is licensed.
Worth
What a builder's data may be worth
Set for a typical builder, 20 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 homebuilders and remodelers. We can introduce you to the ones we work with.
Featured partners
Polyshares
Names construction and sets no headcount floor, only real operating history, which suits a long-running family remodeler.10,11
- $100K to $2M+, Polyshares says8
- None, Polyshares says12
- An offer in 1 to 2 weeks, then paid in 30 to 60 days13
Watch out for: Exclusive by default, and every deal it lists is exclusive with no end date.14,15
Pewter
Lists construction among the industries in demand, and takes US firms with 20+ full-time staff and 3+ years of records.20,21
Watch out for: Its site was registered in October 2026 and names no people.24,25
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.
Who wants this
Do buyers want homebuilders 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."26
- Polyshares takes construction and specialty trades, without marking it premium.27
- VMS, a broker, gives construction standard weight when it estimates value.28
Which buyers take a builder your size
Shown for 20 staff, a typical builder. Ask whether contractors and part-time staff count.
micro1
Polyshares
No headcount rule; the length and texture of the record matter more30
Mode
20+ full-time US office staff (accounting firms 10+, law firms 6+)31
Pewter
20+ staff and 3+ years; by industry, from 10+ (healthcare) to 50+ (manufacturing, finance)32,33,34
Grepped
No headcount minimum stated35
Ventra
30+ US employees and 3+ years of records36
Mercor
None stated37
Troveo
No minimum stated; its estimator starts at 2038
Nyne
20+ US W-2 employees and 3+ years5
Endless
Roughly 30+ employees39
Supersoniq
50+ employees and 5+ years40
What buyers value
What in a builder's records buyers value
What buyers look for in your records, and what to talk through with your buyer before anything leaves your systems.
| Data | Where it lives | Why a buyer values it | Raise with the buyer |
|---|---|---|---|
| Selections and allowance records | Buildertrend or a similar job management tool | Each homeowner choice, its cost against the allowance and the decision deadline, the core of residential work. | Homeowner names, addresses and photos of their homes. |
| Change orders signed by homeowners | Buildertrend, PDF, email | Plain-language explanations of why the price moved, written for a client who is not in the trade. | Homeowner signatures and payment details. |
| Estimates and proposals | Excel, estimating tools, QuickBooks | How a builder prices a scope from a walkthrough and a wish list, and how that estimate compares with the final cost. | Nothing specific |
| Client messages and daily logs | Buildertrend messages, text, email | The running conversation that keeps a homeowner calm when a delivery slips. | Texts on personal phones, and anything about a client's family or finances. |
| Warranty and service requests | Buildertrend warranty module, email | Callbacks after handover: what failed, why, and how it was fixed. | Homeowner contact details on each claim. |
A week of records
A week of data at a builder
- Monday: a design meeting turned into a written selections list with eleven decision dates.
- Tuesday: a change order for rotten subfloor found under the old vanity, sent and signed by text.
- Wednesday: the cabinet supplier pushes delivery two weeks, and the schedule and client update follow.
- Thursday: three estimates sent for new leads, each built from last year's similar jobs.
- Friday: a warranty visit logged for a sticking door on a house finished in spring.
Process
How it works with each buyer
In each buyer's own words. Where a buyer publishes nothing, we say so.
Polyshares
Selling or closing
Selling or closing your builder? License its data first
Many remodeling firms are owner-operated, and when the owner retires the name, phone number and job files often go to a key employee or simply stop. Pewter takes operating, winding-down and closed companies as long as the records still exist, with 20+ people now or at peak. Before you hand over the keys, ask any licensing company whether past jobs can be licensed first and what happens to the files afterwards.2
FAQ
Residential builders and remodelers: questions, answered
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
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
- How are homeowner names, addresses, photos and payment details removed from job files?
- Which state privacy laws apply to the homeowner records we hold?
- What happens to the license if the company is sold or the owner retires?
- 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?
- 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?