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AI Data Payout

Updated October 2026

Selling commercial lines agency data for AI training: what it's worth and who buys it

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

Mercor lists underwriting files among its finance and insurance examples, and insurance underwriters score 100 out of 100 on O*NET's email scale.1,2

An account manager and a producer at a desk going through a thick printed application packet with tabbed loss runs, the

A commercial lines account is won and kept in writing. The producer gathers exposures, the account manager builds an application and a narrative, the submission goes to five markets, and underwriters come back with questions about a loss two years ago or a new location. At renewal the whole loop runs again, with a marketing summary that explains to the client why one carrier won.

That back-and-forth with underwriters is the closest thing in an agency to the underwriting files Mercor names as a finance and insurance example. Endless lists quoting and binding, renewals and carrier correspondence as in scope for agencies. micro1 names financial services and asks for workflows employees repeat.

The insured is the complication. Submissions carry a business's payroll, revenue, loss runs and sometimes financial statements, often shared under a confidentiality term. The parts least tied to any one insured come first: the agency's submission narrative templates, its market-selection guide by class of business, renewal timelines, marketing-summary formats and producer training. Raise every insured's file, and every carrier agreement, with the licensing company before export.

US insurance agencies and brokerages with 10+ employees; commercial lines shops are not counted separately

9,2874

US insurance agencies and brokerages with 10+ employees; commercial lines shops are not counted separately

O*NET email score for insurance underwriters and agents

100/1002

O*NET email score for insurance underwriters and agents

one of Mercor's three finance and insurance examples

Underwriting files1

one of Mercor's three finance and insurance examples

Worth

What a agency's data may be worth

Pre-set for a typical agency: 40 staff and 20 years of records. No buyer publishes pricing by industry, so industry does not move the band. Our estimate, not a buyer quote.

Buyers

Which buyers want this data

Each reason is the buyer's own published statement about the tools, data or industries it takes, matched to how commercial lines agencies and brokers work.

Featured partners

  1. #1 in our ranking

    7.7 out of 10

    micro1

    Names financial services and looks for workflows employees repeat; a renewal cycle runs the same steps on every account every year.9,10

    Typical payout
    $100K to $2M+, micro1 says6

    Watch out for: Says it removes personal details only "when relevant", so ask exactly how.11

  2. #2 in our ranking

    7.4 out of 10

    Polyshares

    Names financial services and buys email, Drive, CRM and spreadsheets, the tools a commercial team builds submissions in.12,13

    Typical payout
    $100K to $2M+, Polyshares says7
    Fees
    None, Polyshares says14
    Time to get paid
    An offer in 1 to 2 weeks, then paid in 30 to 60 days15

    Watch out for: Exclusive by default, and every deal it lists is exclusive with no end date.16,17

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

    Lists underwriting files and claims as finance and insurance examples and connects to the Outlook inboxes where submissions and underwriter questions live.1,18

    Typical payout
    Mercor does not publish a range19
    Fees
    None, Mercor says20
    Time to get paid
    By wire 2 to 4 weeks after signing21

    Watch out for: It confirmed a cyberattack in 2026, and class actions followed.22,23

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.

Buyer demand

How buyers' own tools rate commercial lines agencies and brokers

No buyer publishes a price list by industry. These are settings inside buyers' and brokers' own estimators and intake forms, read from their public pages on 2026-10-14. They show how each company sorts industries, not what any agency was paid. The category shown is the one a agency would most likely pick; that match is ours.

How buyers' tools rate commercial lines agencies and brokers
CompanyIts categoryHow it rates the industry
TroveoBuyerInsurance or claimsTier 1 of 4: "Buyers pay a premium for data from your industry." Price factor 1.3 in its estimator.24
PolysharesBuyerInsuranceMarked premium in its intake list25
VMSBrokerInsuranceHigher weight in its estimator (factor 1.30)26

Size rules buyers publish

Checked against 40 staff, the typical agency size this page's calculator is set to. Ask each buyer whether contractors and part-time staff count.

  • PolysharesBuyer

    No headcount rule; the length and texture of the record matter more27

    No floor stated

  • MercorBuyer

    None stated28

    No floor stated

  • TroveoBuyer

    No minimum stated; its estimator starts at 2029

    No floor stated

  • NyneBuyer

    20+ US W-2 employees and 3+ years30

    Clears it at 40 staff

  • Handshake AIBuyer

    20+ full-time employees and 3+ years31

    Clears it at 40 staff

  • micro1Buyer

    30+ employees (its partnership page says 30 to 200)32,33

    Clears it at 40 staff

  • PewterBroker

    20+ staff and 3+ years34

    Clears it at 40 staff

  • EndlessBroker

    Roughly 30+ employees35

    Clears it at 40 staff

  • VentraBroker

    30+ US employees and 3+ years of records36

    Clears it at 40 staff

  • SupersoniqBroker

    50+ employees and 5+ years37

    Below it at 40 staff

What buyers value

What in a agency's records buyers value

The column on the right is not legal advice: it lists what to raise with the buyer before anything is exported.

What in a agency's records buyers value
DataWhere it livesWhy a buyer values itRaise with the buyer
Submission narrative templatesWord, AMS attachmentsHow the agency presents a risk to an underwriter: operations, controls, loss explanations.Completed narratives that name an insured and its losses.
Market-selection guide by class of businessAgency wiki or spreadsheetWhich carriers write which classes, appetite notes and the reasons a market declined.Carrier commission and agreement terms inside the guide.
Underwriter question-and-answer threadsOutlook, AMS activitiesThe negotiation record: what an underwriter asked, how the agency answered, what changed in the quote.Insured payroll, revenue and loss runs in each thread.
Renewal timeline and stewardship processAMS workflowsThe 120-day-out to bind sequence the account team follows on every account.Nothing specific
Marketing summary and proposal formatsProposal software, slide decksHow the agency explains options and recommends one, written for a business owner.Delivered proposals with an insured's premiums and limits.
Certificate and insurance-requirements review SOPAMS, certificate toolHow staff check a client's insurance requirements against coverage before issuing a certificate.Nothing specific

A week of records

A week of data at a agency

  • Monday: three renewals hit the 120-day mark and the stewardship workflow opens a task list on each.
  • Tuesday: a contractor submission goes to five markets from the narrative template; two decline by noon.
  • Wednesday: an underwriter asks about a prior water loss; the account manager answers with the remediation steps.
  • Thursday: the market-selection guide is updated after a carrier leaves the trucking class.
  • Friday: a marketing summary recommends a carrier change and goes to the client for sign-off.

Process

How it works with each buyer

In each buyer's own published words. Where a buyer publishes nothing, we say so rather than guess.

micro1

What it buys
Internal docs, SOPs and playbooks, knowledge bases, project management workflows, internal comms, templates, CRM and workflow metadata, task histories38
Who qualifies
30 to 200 employees33
Offer range
$100K-$2M+ per data package; over $1M for unique data6
Personal data
PII removed "when relevant"11
Ownership
The company keeps ownership of its data and reviews samples before release39
Time to payment
Not published

Polyshares

What it buys
Slack, email, Drive, CRM, tickets, design files, calls and ERP13
Offer range
$100K-$2M+7
Personal data
A third-party PII partner scrubs data before it is licensed40
Excluded data
Data held on behalf of clients is excluded41
Fees
Charges sellers no fee14
Time to offer and payment
Offer 1-2 weeks after intake; paid Net 30-6015

Mercor

What it buys
Slack, Teams, Gmail, Outlook, Confluence, Salesforce, GitHub, Drive, Notion and 100+ other tools18
Who qualifies
Not published
Offer range
Not published19
Fees
No fees20
Security
SOC 2 Type II42
Time to payment
Wire 2-4 weeks after signing21

Selling or closing

Selling or closing your agency? License its data first

Commercial books change hands when a principal retires or an agency joins a larger broker, and the submission templates and market guide are part of what the acquirer is paying for. Before a sale or perpetuation, ask each licensing company whether those method documents can be licensed on their own, with every insured file left to its review. Buyers have approached companies at the moment of a deal: Mercor went to Warmly after HubSpot acquired it.3

FAQ

Commercial lines brokers: questions, answered

  • Close to it. Mercor lists underwriting files and claims as finance and insurance examples, and a broker's submissions and underwriter threads are the agency's side of that file. Endless lists quoting, binding, renewals and carrier correspondence for agencies.1,43

  • Templates, the market-selection guide, renewal workflows, proposal formats and training. They describe how the agency works rather than a client's business. Completed submissions and loss runs are the part to raise with the buyer.38

  • Endless says policyholder personal data is stripped, Polyshares uses a third-party PII partner, and Nyne says names, identifiers and customer-specific details are removed before release. Ask specifically how each buyer treats an insured business's payroll, revenue and loss runs.43,40,44

  • Yes on every stated floor. Most buyers want 20 to 30 or more: micro1 and Return My Time look for 30+, Nyne and Cognor Labs for 20+, and Endless for roughly 30 or more.32,45,30,46,47

  • No buyer prices insurance agencies on their own. Published ranges mostly run $100K to $2M, as the buyers' own claims: Cognor Labs states $100K-$2M, Polyshares $100K-$2M+ and monsterdata.ai $50K-$1M for a one-time sale. Years of submissions, underwriter threads and a maintained market guide are what move a package up those ranges.48,7,49

  • Usually within 2-8 weeks of signing. Mercor wires 2-4 weeks after signing, Cognor Labs gives 3-6 weeks, Polyshares pays Net 30-60 after an offer one to two weeks from intake, and Your Data Value describes 30-60 days from form to payment.21,50,15,51

  • We do not answer legal questions. Ask the licensing company: their team reviews this with you before anything is signed.

  • We do not answer legal questions. Ask the licensing company: their team reviews this with you before anything is signed.

  • We do not answer legal questions. Ask the licensing company: their team reviews this with you before anything is signed.

Before you sign

We do not answer legal questions. Ask the licensing company before you sign: their team reviews these with you.

Questions for this kind of business

  • How are insured business financials and loss runs treated in your review?
  • Do our carrier agreements or wholesaler agreements limit exports of underwriting correspondence?
  • How are named individuals in commercial files (owners, drivers, employees) removed?
  • 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?
  • Do professional rules apply (AICPA, IRC 7216, HIPAA, ABA Model Rule 1.17, insurance agency contracts, adviser rules, state boards)?

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

Every figure comes from a published source listed below, each with the date we checked it. Buyer statements are the buyer's own claims and are marked so in the source list. Firm counts come from the US Census Bureau's Statistics of US Businesses. Anything marked as our estimate is ours, not a buyer quote.

Drafted with AI assistance from our research files, then checked against each source. Reviewed 14 Oct 2026. Last updated 14 Oct 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 (51)

  1. 1.Mercor Data. Accessed 14 Oct 2026. Company's own claim.
  2. 2.O*NET OnLine, E-Mail work context. Accessed 14 Oct 2026.
  3. 3.AI Weekly, summarising The Information, published 15 Aug 2026. Accessed 14 Oct 2026.
  4. 4.US Census Bureau, Statistics of US Businesses 2022. Accessed 14 Oct 2026.
  5. 5.Forbes, published 16 Apr 2026. Accessed 14 Oct 2026.
  6. 6.micro1 company referral page. Accessed 14 Oct 2026. Company's own claim.
  7. 7.Polyshares website. Accessed 14 Oct 2026. Company's own claim.
  8. 8.Bloomberg Law, published 17 Aug 2026. Accessed 14 Oct 2026.
  9. 9.micro1 Enterprise Data Partnership page. Accessed 14 Oct 2026. Company's own claim.
  10. 10.micro1 Enterprise Data Partnership page. Accessed 14 Oct 2026. Company's own claim.
  11. 11.beri.net, published 10 Oct 2026. Accessed 14 Oct 2026.
  12. 12.Polyshares website. 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.Polyshares website. Accessed 14 Oct 2026. Company's own claim.
  16. 16.Polyshares data handling page. Accessed 14 Oct 2026. Company's own claim.
  17. 17.Polyshares track record page. Accessed 14 Oct 2026. Company's own claim.
  18. 18.Mercor Data 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.TechCrunch, published 31 Mar 2026. Accessed 14 Oct 2026.
  23. 23.HR Dive, published 13 Apr 2026. Accessed 14 Oct 2026.
  24. 24.Troveo business data assessment. Accessed 14 Oct 2026. Company's own claim.
  25. 25.Polyshares intake catalog. Accessed 14 Oct 2026. Company's own claim.
  26. 26.VMS data licensing page. Accessed 14 Oct 2026. Company's own claim.
  27. 27.Polyshares. Accessed 14 Oct 2026. Company's own claim.
  28. 28.Mercor Data. Accessed 14 Oct 2026. Company's own claim.
  29. 29.Troveo business data page. Accessed 14 Oct 2026. Company's own claim.
  30. 30.Nyne sell-company-data page. Accessed 14 Oct 2026. Company's own claim.
  31. 31.Handshake AI data partnerships referral page. Accessed 14 Oct 2026. Company's own claim.
  32. 32.micro1 company referral page. Accessed 14 Oct 2026. Company's own claim.
  33. 33.micro1 Enterprise Data Partnership page. Accessed 14 Oct 2026. Company's own claim.
  34. 34.Pewter website. Accessed 14 Oct 2026. Company's own claim.
  35. 35.Endless website. Accessed 14 Oct 2026. Company's own claim.
  36. 36.Meta Ad Library, Ventra page. Accessed 14 Oct 2026. Company's own claim.
  37. 37.Supersoniq website. Accessed 14 Oct 2026. Company's own claim.
  38. 38.micro1 Enterprise Data Partnership page. Accessed 14 Oct 2026. Company's own claim.
  39. 39.beri.net, published 10 Oct 2026. Accessed 14 Oct 2026.
  40. 40.Polyshares website. Accessed 14 Oct 2026. Company's own claim.
  41. 41.Polyshares website. Accessed 14 Oct 2026. Company's own claim.
  42. 42.Mercor Data page. Accessed 14 Oct 2026. Company's own claim.
  43. 43.Endless website. Accessed 14 Oct 2026. Company's own claim.
  44. 44.Nyne sell-company-data page. Accessed 14 Oct 2026. Company's own claim.
  45. 45.Return My Time Sell My Data page. Accessed 14 Oct 2026. Company's own claim.
  46. 46.Cognor Labs partners page. Accessed 14 Oct 2026. Company's own claim.
  47. 47.Endless website. Accessed 14 Oct 2026. Company's own claim.
  48. 48.Cognor Labs partners page. Accessed 14 Oct 2026. Company's own claim.
  49. 49.monsterdata.ai estimate page. Accessed 14 Oct 2026. Company's own claim.
  50. 50.Cognor Labs manufacturing page. Accessed 14 Oct 2026. Company's own claim.
  51. 51.Your Data Value website. Accessed 14 Oct 2026. Company's own claim.