A bookkeeping or accounting practice touches QuickBooks Online every day, usually in dozens of client files at once. Most of what sits there is numbers, but the decisions behind them are written down too: the memo on a reclassified expense, the message on an invoice, the attachment explaining a vendor credit, and the categorisation choices a bookkeeper makes thousands of times a month. Buyers who want to teach models to do this work want to see those decisions, not only the balances.
Nyne lists QuickBooks, Xero and NetSuite among the systems it buys data from, and asks for 20+ US W-2 staff. That makes QuickBooks the rare tool on these pages that a buyer names directly.
Two complications are specific to QuickBooks. Most files a practice works in are its clients' books. And Intuit's terms speak directly to scraping, archiving and AI training. This page lays out what QuickBooks Online holds, how its export works, what Intuit's terms say in their own words, and what to ask a buyer first.
Worth
What a practice's data may be worth
Pre-set for a typical practice: 15 staff and 7 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 QuickBooks bookkeeping practices work.
Featured partners
micro1
Names financial services and professional services, and asks for SOPs, templates and task histories, the method a practice uses around QuickBooks rather than the client ledgers.9,10
- $100K to $2M+, micro1 says6
Watch out for: Says it removes personal details only "when relevant", so ask exactly how.11
Polyshares
Buys ERP and finance exports, but says it excludes data held on behalf of clients, which describes most client QuickBooks files a practice works in.12,13
- $100K to $2M+, Polyshares says7
- None, Polyshares says14
- 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.
Buyer demand
How buyers' own tools rate QuickBooks bookkeeping practices
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 practice was paid. The category shown is the one a practice would most likely pick; that match is ours.
| Company | Its category | How it rates the industry |
|---|---|---|
| Troveo | Accounting, tax or bookkeeping | Tier 1 of 4: "Buyers pay a premium for data from your industry." Price factor 1.3 in its estimator.21 |
| Polyshares | Accounting and tax | Marked premium in its intake list22 |
| VMS | Accounting | Standard weight in its estimator (factor 1.12)23 |
| Ventra | Legal, healthcare, financial services or accounting | Says it cannot take these industries right now24 |
Size rules buyers publish
Checked against 15 staff, the typical practice size this page's calculator is set to. Ask each buyer whether contractors and part-time staff count.
Polyshares
No headcount rule; the length and texture of the record matter more25
Mercor
None stated26
Troveo
No minimum stated; its estimator starts at 2027
Nyne
20+ US W-2 employees and 3+ years18
Handshake AI
20+ full-time employees and 3+ years28
micro1
Pewter
20+ staff and 3+ years31
Endless
Roughly 30+ employees32
Ventra
30+ US employees and 3+ years of records33
Supersoniq
50+ employees and 5+ years34
What buyers value
What in a practice'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.
| Data | Where it lives | Why a buyer values it | Raise with the buyer |
|---|---|---|---|
| The practice's own company file | QuickBooks Online, the practice's own books | The practice's books as a business, the file least tied to any client: its invoices, bills and memos. | Nothing specific |
| Transaction memos and private notes | QuickBooks Online memo and note fields on transactions | Short written reasons for a categorisation or adjustment, the judgment a model has to learn. | Whether any client file is in scope at all. |
| Invoice and estimate messages | QuickBooks Online customer messages on sales forms | How a business explains charges and terms to its own customers in writing. | Customer names and addresses on every form. |
| Attachments explaining entries | QuickBooks Online attachments (exported as a zip) | The receipt or letter behind a transaction, paired with how it was booked. | Bank and card numbers visible on scanned documents. |
| Categorisation and reconciliation history | QuickBooks Online reports and lists in the bulk export | Thousands of repeated decisions about where money belongs, with the result visible in the reports. | Client financial data inside every line. |
| Close checklists and client questions | Practice email and task tools around QuickBooks | The questions a bookkeeper asks a client each month, written outside the ledger but about it. | Nothing specific |
A week of records
A week of data at a practice
- Monday: bank feeds bring in a weekend of transactions across thirty client files; uncategorised items queue up.
- Tuesday: a bookkeeper recodes a run of supplier payments and leaves a memo on each explaining the change.
- Wednesday: a client emails a receipt that gets attached to the matching expense.
- Thursday: reconciliations for two accounts fail to tie out, and the notes record what was found.
- Friday: month-end reports for three clients go out with a short message on each invoice for the practice's own fees.
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
- Internal docs, SOPs and playbooks, knowledge bases, project management workflows, internal comms, templates, CRM and workflow metadata, task histories10
- 30 to 200 employees30
- $100K-$2M+ per data package; over $1M for unique data6
- PII removed "when relevant"11
- The company keeps ownership of its data and reviews samples before release35
- Not published
Polyshares
Selling or closing
Selling or closing your practice? License its data first
Bookkeeping practices often sell to a larger firm. After a paid QuickBooks Online plan is cancelled, Intuit says the business keeps read-only access to its data for one year, with export to Excel available in that window. The practice's own company file is the least client-bound place to start; client files are a question for the licensing company.3
FAQ
QuickBooks Online data: questions, answered
Go to Settings, then Export data, choose a date range and the reports and lists, and QuickBooks Online exports them as Excel files in one .zip file. That covers posting transactions such as invoices, receipts and bills. Estimates, purchase orders, statements and attachments need separate exports.38
Intuit's Terms of Service for QuickBooks Online list among prohibited uses training or developing AI or machine learning models using information derived from the Platform without authorization. The same list names scraping and using the Platform for general archiving or back-up. We quote; we do not interpret.2
Intuit's terms say: Your Content remains yours, which means you retain any intellectual property rights you have in your Content. The same section says Intuit owns the deidentified or aggregated data it derives, including from your Content.39
Intuit's developer terms say developers must not sell or make available user data to third parties for uses that do not support the user's own use of the app, and bar scraping and wholesale aggregation. Ask any buyer which route it plans and show it these terms.40
Intuit's help article says paid subscribers keep read-only access for one year after cancelling and can export during that time. For a cancelled or expired trial, the data is available for 90 days.3
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
Legal questions go to the licensing company
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
- Do you have Intuit's authorization for the way you will collect QuickBooks data, and can we see it?
- Will you accept only our own company file and practice documents, with client files excluded?
- How are bank, card and tax identifiers removed from attachments?
- Who owns this data: the company, an estate, or someone else?
- 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?