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AI Data Payout

Updated October 2026

Selling an insurance book of business? The operating record is a separate asset

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

When you sell a book, the buyer pays for policies, renewals and carrier appointments. The book price does not count years of written work showing how your producers and CSRs quote, bind, endorse and handle claims, and AI companies now pay to license a copy of exactly that. It is a second, separate deal, and the time to look at it is before the book changes hands.1,2

Match my companyWhat is it worth?

Two assets

The book, and the record of how you run

A book of business is a list of accounts with a renewal stream attached. The operating record is the email with underwriters, the submission notes in Applied Epic, HawkSoft or EZLynx, the scripts your CSRs wrote, the checklist for a commercial renewal and the way a seasoned producer explains a coverage gap. Buyers ask for exactly this kind of material: SOPs, playbooks, templates and task histories, along with email, calls, CRM and billing records.1,3

Several buyers name financial services among the fields they take. None publishes an insurance-only price, and published ranges mostly run $100K to $2M, as the buyers' own claims.2,4,5,6,7

Who fits

Will they take my agency?

Buyers set floors on staff, not premium. Most want 20 to 30 or more people, and a few state no minimum. A producer selling a personal lines book alone will usually fall short, while a perpetuation sale of a whole agency fits better. The quiz asks your size and industry and introduces you to the buyers that take an agency like yours.8,9,10,11,12

Will they take my agency?
FactValue and source
Industries micro1 names

Technology; BPOs and recruiting firms; financial services; consulting; professional services; legal and compliance; healthcare administration; logistics and operations

[2] micro1 Enterprise Data Partnership page · company's own claim ·

Industries Polyshares names

Software, logistics, manufacturing, professional services, healthcare administration, financial services, retail, hospitality, construction and more

[4] Polyshares website · company's own claim ·

Mode payout claim

"Your company's data could be worth $100K-$5M"; its calculator is indicative only, subject to a full review

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

What stays out

Dec pages and driver lists are not the point

The useful part is your agency's own know-how, not the dec pages, driver lists or health details in the AMS. Buyers say data held for clients is left out and personal details are stripped out before anything is licensed. Ask who does the removal, how, and whether you approve a sample first.13,14,15

Order of events

Before the book changes hands

We found no business broker or practice broker that mentions AI data licensing, so your M&A adviser may not raise it. If you want to explore a license, start before you sign a letter of intent for the book, so both buyers know about each other. micro1 says the company keeps ownership of its data, and whether a license can sit beside the sale instead of inside it is a question for the buyer and your deal team.16,17

FAQ

Questions, answered with sources

  • They are priced as different things: a book buyer pays for renewals, while data buyers ask for SOPs, templates, email, CRM and tickets. Whether your sale agreement already covers that record is a question for the buyer and your deal team.1,18

  • Yes. Several buyers name financial services or insurance among the fields they take, though none publishes an insurance-specific price.2,4,19

  • Most buyers want 20 to 30 or more people, and a few state no minimum. A whole agency usually fits better than a single producer's book.8,9,11,12

  • Published ranges mostly run $100K to $2M, as the buyers' own claims. None is an insurance quote, and the book is priced separately.5,6,7

  • Buyers say they keep them out, leaving client-held data aside and removing or replacing names and contact details. Ask whether you approve a sample first.13,20

  • Probably not yet. We found no business broker or practice broker that mentions AI data licensing.16

  • 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

  • Who owns the expirations in our book, and do our carrier agency agreements limit how agency records are used?
  • Does a data license need to be disclosed to the buyer of the book, and does it survive the sale?
  • Do customer, vendor or platform contracts, NDAs or API terms restrict this?
  • Do professional rules apply (AICPA, IRC 7216, HIPAA, ABA Model Rule 1.17, insurance agency contracts, adviser rules, state boards)?
  • How is the payment taxed?

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 (20)

  1. 1.micro1 Enterprise Data Partnership page. Accessed 14 Oct 2026. Company's own claim.
  2. 2.micro1 Enterprise Data Partnership page. Accessed 14 Oct 2026. Company's own claim.
  3. 3.Mode company data site. Accessed 14 Oct 2026. Company's own claim.
  4. 4.Polyshares website. Accessed 14 Oct 2026. Company's own claim.
  5. 5.micro1 company referral page. Accessed 14 Oct 2026. Company's own claim.
  6. 6.Polyshares website. Accessed 14 Oct 2026. Company's own claim.
  7. 7.Mode company data site. Accessed 14 Oct 2026. Company's own claim.
  8. 8.Mode company data site. Accessed 14 Oct 2026. Company's own claim.
  9. 9.Cognor Labs partners page. Accessed 14 Oct 2026. Company's own claim.
  10. 10.Nyne sell-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.Grepped business page. 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.beri.net, published 10 Oct 2026. Accessed 14 Oct 2026.
  16. 16.Our check of broker and marketplace sites. Accessed 14 Oct 2026.
  17. 17.beri.net, published 10 Oct 2026. Accessed 14 Oct 2026.
  18. 18.Polyshares website. Accessed 14 Oct 2026. Company's own claim.
  19. 19.Mercor Data page. Accessed 14 Oct 2026. Company's own claim.
  20. 20.Mode company data site. Accessed 14 Oct 2026. Company's own claim.