A consumer products brand often makes little itself, yet its team writes all day. There is the product brief and the long thread with the contract manufacturer over a pump that will not prime, the packaging artwork that went round after round of claims review, the retailer line review and the deduction disputes that followed it, the forecast that missed, and years of support tickets from customers asking why a bottle leaked in transit.
AI buyers license copies of records like these, though few name consumer brands outright. Polyshares does, listing consumer products as its own intake industry and reading store, support and social systems such as Shopify, Amazon Seller Central, Gorgias, Instagram and TikTok. Mercor names retail and e-commerce and asks for order records, inventory logs and listings, and Troveo's assessment puts retail or e-commerce, the closest of its categories for most brands by our mapping, in its third of four demand tiers, one below manufacturing.
The most useful records usually show a decision and what came of it: a reformulation and the complaint rate after it, a retailer chargeback and how it was settled. Customer emails, addresses and reviews need the most care, so ask every buyer who strips them and whether you see a cleaned sample of your own tickets first. If you sell mostly direct, the e-commerce hub goes deeper on store data. The quiz shows which buyers take a brand your size.
Worth
What a brand's data may be worth
Set for a typical brand, 30 staff and 7 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 consumer products brands. We can introduce you to the ones we work with.
Featured partners
Polyshares
Lists Consumer products as its own intake industry with no headcount floor, and reads Shopify, Amazon Seller Central, Gorgias and social accounts as well as email and Drive.1,14,2
- $100K to $2M+, Polyshares says10
- None, Polyshares says15
- An offer in 1 to 2 weeks, then paid in 30 to 60 days16
Watch out for: Exclusive by default, and every deal it lists is exclusive with no end date.17,18
Mode
Buys email, documents, chat and Zendesk tickets, plus Figma, NetSuite and Monday.com records, from businesses with 20+ full-time US office staff, which suits a brand whose team works at desks.26,27,28
Watch out for: The program launched in October 2026 and has no deal record yet.32
Pewter
Says its licensing partner works with manufacturing and retail firms, and takes US firms with 20+ full-time staff now or at peak, including ones winding down.33,34
Watch out for: Its site was registered in October 2026 and names no people.37,38
Grepped
States no headcount minimum, takes messages, documents and business records from Slack, Drive, HubSpot and Zendesk, and says the data is not sold to the company's competitors.39,40,41
Watch out for: Its own site code calls its estimator "deliberately optimistic", so treat any estimate as an indication.42,43
Ventra
Names manufacturing among the industries it says labs are buying from, which fits a brand that runs its own production, and takes US companies with 30+ employees.44,45
- $100K to $2M as potential deals, Ventra says11
- None today, though it may add fees with notice46
- An offer in 3 to 7 days, then paid on net 30 or 6011
Watch out for: Its terms say delivered data may not be deletable.47
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 consumer products brands?
No buyer publishes prices by industry, but their own intake forms show which industries they rate higher.
- Troveo puts retail or e-commerce (our closest match) in its third of four demand tiers: "Standard buyer demand for your industry."6
- Polyshares takes consumer products, without marking it premium.48
Which buyers take a brand your size
Shown for 30 staff, a typical brand. Ask whether contractors and part-time staff count.
micro1
Polyshares
No headcount rule; the length and texture of the record matter more14
Mode
20+ full-time US office staff (accounting firms 10+, law firms 6+)28
Pewter
20+ staff and 3+ years; by industry, from 10+ (healthcare) to 50+ (manufacturing, finance)51,52,53
Grepped
No headcount minimum stated39
Ventra
30+ US employees and 3+ years of records45
Mercor
None stated54
Troveo
No minimum stated; its estimator starts at 2055
Nyne
20+ US W-2 employees and 3+ years56
Endless
Roughly 30+ employees57
Supersoniq
50+ employees and 5+ years58
What buyers value
What in a brand'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 |
|---|---|---|---|
| Product briefs and development notes | Google Drive, Notion or Monday.com | How an idea became a product: target cost, claims, material choices and the reason behind each one. | Formulas and quotes your contract manufacturer supplied. |
| Contract manufacturer and supplier threads | Outlook or Gmail, shared trackers | Samples rejected, defects argued over, minimums negotiated, and the fix that finally shipped. | Supplier pricing and specifications they gave you in confidence. |
| Packaging artwork and claims review | Adobe, Figma and proofing tools | Revision after revision with the reason for each change written beside it. | Design files an outside agency made. |
| Retailer orders and deduction disputes | EDI portal, NetSuite or QuickBooks | Purchase orders, short-ship chargebacks and the disputes that recovered money or did not. | Retailer terms and buyer contacts. |
| Support tickets and review replies | Gorgias, Zendesk, Shopify or Amazon Seller Central | What went wrong for a customer and how your team answered, thousands of times over. | Customer names, emails, addresses and order numbers. |
| Demand plans and reorder decisions | Spreadsheets, ERP or a planning tool | A forecast, what actually sold, and the reorder that followed. | Nothing specific |
| Campaign calendars and creator briefs | Slack, Drive and Asana | Launch plans and results, written for the team that ran them. | Creator agreements and paid usage terms. |
A week of records
A week of data at a brand
- Monday: the contract manufacturer sends photos of a pump that will not prime, and a thread about the root cause begins.
- Tuesday: design uploads the latest carton artwork with notes from the claims review beside each change.
- Wednesday: a retailer's EDI order arrives, and last month's short-ship deduction is disputed by email.
- Thursday: support works through the queue in Gorgias, mostly shipping damage and subscription changes.
- Friday: the planning sheet takes in the week's sell-through and a reorder goes out to the manufacturer.
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 brand? License its data first
If you are selling the brand, one law firm says a data license signed first will come up in the acquirer's diligence, so keep a record of what was shared and what stayed out. Buyers of data also watch deals: eight days after Warmly agreed to be acquired by HubSpot, Mercor emailed its CEO offering to buy or license its records. Decide which records go into a license and which stay with the sale before either side asks.3,4
FAQ
Consumer products brands: questions, answered
Yes. Product briefs, supplier threads, packaging revisions, retailer orders and support tickets are your own team's work, and email, chat, documents and support tickets are on the lists of buyers such as Mode, Polyshares and Grepped. What the manufacturer holds on its side, such as batch records and formulas, is a separate question.26,59,40
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
- Do Amazon, Shopify or retailer portal terms limit exporting order and customer data for this purpose?
- Who owns packaging artwork and product photos made by an outside agency or creator?
- How do state privacy laws apply to customer emails, addresses and reviews in our support history?
- 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?
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?