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AI Data Payout

Updated October 2026

Licensing your food or beverage company's batch and QA records

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

Polyshares lists food and beverage as its own intake industry, and Mercor names QA logs and spec sheets among the manufacturing records it wants.1,2

Quality technician in a hairnet checking a clipboard beside a stainless filling line in a small food plant

A food plant writes nearly everything down, because it has to. Each run produces a batch record with lot codes and weights, a QA hold when a metal detector trips or a pH reading drifts, sanitation and environmental swab logs, and the supplier certificates behind every ingredient. Around those sit the R&D notes from a reformulation, the spec sheets a retailer demanded, and the email with a broker or distributor about why a pallet missed its ship date.

Buyers now license copies of production and quality records, and food has started to appear by name. Polyshares lists food and beverage as its own intake industry, Mercor asks manufacturers for QA logs and spec sheets, and Cognor Labs, a broker, shows a food and beverage co-packer among its unnamed, unverified examples, with batch records, QA holds and sanitation logs as the records licensed. Troveo says buyers license work most readily when its result can be verified, and a lot that passed or failed release is a verified result.

Two piles need sorting before any call. A co-packer's batch records often carry the brand owner's formula and specs, and consumer complaint files carry names and addresses. Your own SOPs, sanitation procedures, supplier approval process and plant training are cleaner to offer first. The quiz shows which buyers take a producer your size.

US food manufacturers with 10+ employees, 4,916 of them with 30+

10,6456

US food manufacturers with 10+ employees, 4,916 of them with 30+

US beverage makers with 10+ employees

4,6127

US beverage makers with 10+ employees

Troveo's rank for manufacturing or industrial, the nearest category it lists for a food producer, by our mapping

Tier 2 of 48

Troveo's rank for manufacturing or industrial, the nearest category it lists for a food producer, by our mapping (our estimate)

O*NET email score for food scientists; packaging line operators score 22

98/1009

O*NET email score for food scientists; packaging line operators score 22

Our estimate, not a buyer quote.

Worth

What a company's data may be worth

Set for a typical company, 40 staff and 10 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 food and beverage producers. We can introduce you to the ones we work with.

Featured partners

  1. #2 in our ranking

    7.4 out of 10

    Polyshares

    Lists Food and beverage as its own intake industry with no headcount floor, and excludes data held on behalf of clients, which matters for a co-packer holding brand owners' formulas.1,14,15

    Typical payout
    $100K to $2M+, Polyshares says12
    Fees
    None, Polyshares says16
    Time to get paid
    An offer in 1 to 2 weeks, then paid in 30 to 60 days17

    Watch out for: Exclusive by default, and every deal it lists is exclusive with no end date.18,3

  2. #6 in our ranking

    6.4 out of 10

    Pewter

    Has Manufacturing on its offer form and says its licensing partner works with manufacturing and retail firms; it takes US firms with 20+ full-time staff now or at peak.25,26

    Typical payout
    $350,000 to $650,000 in its partner's examples27
    Fees
    None to the owner, Pewter says28

    Watch out for: Its site was registered in October 2026 and names no people.29,30

  3. #7 in our ranking

    6.3 out of 10

    Grepped

    States no headcount minimum, reads only the sources you approve and strips names, emails and phone numbers; its form has no food option, so by our reading a food company would pick Manufacturing or Other.31,32,33

    Watch out for: Its own site code calls its estimator "deliberately optimistic", so treat any estimate as an indication.34,35

  4. #8 in our ranking

    6.2 out of 10

    Ventra

    Names manufacturing among the industries it says labs are buying from, and takes US companies with 30+ employees and 3+ years of records.36,37

    Typical payout
    $100K to $2M as potential deals, Ventra says38
    Fees
    None today, though it may add fees with notice39
    Time to get paid
    An offer in 3 to 7 days, then paid on net 30 or 6038

    Watch out for: Its terms say delivered data may not be deletable.40

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

    Names manufacturing among its eight industries and asks for QA logs and spec sheets, the core of a food plant's quality file.19,2

    Typical payout
    Mercor does not publish a range20
    Fees
    None, Mercor says21
    Time to get paid
    By wire 2 to 4 weeks after signing22

    Watch out for: It confirmed a cyberattack in 2026, and class actions followed.23,24

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.

Who wants this

Do buyers want food and beverage producers?

No buyer publishes prices by industry, but their own intake forms show which industries they rate higher.

  • Troveo puts manufacturing or industrial (our closest match) in its second of four demand tiers: "Your industry carries above-average buyer demand."8
  • Polyshares takes food and beverage, without marking it premium.41
  • VMS, a broker, gives manufacturing (our closest match) standard weight when it estimates value.42

Which buyers take a company your size

Shown for 40 staff, a typical company. Ask whether contractors and part-time staff count.

  • micro1We can introduce you

    30+ employees (its partnership page says 30 to 200)43,44

    Takes 40 staff

  • PolysharesWe can introduce you

    No headcount rule; the length and texture of the record matter more14

    No size floor

  • ModeWe can introduce you

    20+ full-time US office staff (accounting firms 10+, law firms 6+)45

    Takes 40 staff

  • PewterWe can introduce you

    20+ staff and 3+ years; by industry, from 10+ (healthcare) to 50+ (manufacturing, finance)46,47,48

    Takes 40 staff

  • GreppedWe can introduce you

    No headcount minimum stated31

    No size floor

  • VentraWe can introduce you

    30+ US employees and 3+ years of records37

    Takes 40 staff

  • Mercor

    None stated49

    No size floor

  • Troveo

    No minimum stated; its estimator starts at 2050

    No size floor

  • Nyne

    20+ US W-2 employees and 3+ years51

    Takes 40 staff

  • Endless

    Roughly 30+ employees52

    Takes 40 staff

  • Supersoniq

    50+ employees and 5+ years53

    Too small at 40 staff

What buyers value

What in a company's records buyers value

What buyers look for in your records, and what to talk through with your buyer before anything leaves your systems.

What in a company's records buyers value
DataWhere it livesWhy a buyer values itRaise with the buyer
Batch and production recordsERP or production software, paper batch sheetsIngredients, weights, temperatures and times for every lot, with a release decision at the end.Brand owners' formulas on co-packed runs.
QA holds, deviations and corrective actionsQA software, Excel or a paper logA reading out of spec, the investigation that followed, and whether product shipped, was reworked or was destroyed.Nothing specific
Supplier approvals, COAs and audit reportsShared drive or a supplier portalHow you decide which ingredient sources to trust, document by document.Ingredient pricing and audit reports written by a third party.
Sanitation and environmental monitoring logsPaper logs, spreadsheets or QA softwareSwab results, trends and the cleaning response, a checkable record of routine plant work.Nothing specific
R&D and reformulation notesLab notebooks, Word and emailTrial batches, sensory results and the reasons a recipe changed.Formulas you treat as trade secrets.
Retailer and distributor order threadsOutlook or Gmail, EDI portalsSpec changes, short shipments and deductions argued in writing.Retailer terms and deduction amounts.
Consumer complaint filesCustomer service inbox or CRMWhat consumers reported and how each case was traced back to a lot.Consumer names, addresses and any health details they wrote in.

A week of records

A week of data at a company

  • Monday: two production runs, each with a batch sheet showing lot codes, scale weights and cook temperatures.
  • Tuesday: a metal detector trips, product goes on hold, and QA writes up the investigation before release.
  • Wednesday: a new sweetener supplier sends its COA and audit report, and purchasing logs the approval decision.
  • Thursday: R&D runs a reduced-sugar trial batch and records sensory panel notes against the current formula.
  • Friday: environmental swabs come back, one zone needs a re-clean, and a retailer emails about a short shipment.

Process

How it works with each buyer

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

Polyshares

What it buys
Slack, email, Drive, CRM, tickets, design files, calls and ERP54
Offer range
$100K-$2M+12
Personal data
A third-party PII partner scrubs data before it is licensed55
Excluded data
Data held on behalf of clients is excluded15
Fees
Charges sellers no fee16
Time to offer and payment
Offer 1-2 weeks after intake; paid Net 30-6017

Mercor

What it buys
Slack, Teams, Gmail, Outlook, Confluence, Salesforce, GitHub, Drive, Notion and 100+ other tools56
Who qualifies
Not published
Offer range
Not published20
Fees
No fees21
Security
SOC 2 Type II57
Time to payment
Wire 2-4 weeks after signing22

Selling or closing

Selling or closing your company? License its data first

If you might sell the brand or the plant, ask each buyer whether a license is exclusive, for how long, and how that term would sit with a sale. Polyshares describes each of its four published deals as a perpetual exclusive license to the operational record, while Troveo says exclusivity is time-limited and has to be earned. One law firm says a license signed before a sale will also come up in the acquirer's diligence, so keep the scope on file.3,4,5

FAQ

Food and beverage producers: questions, answered

  • Some name it. Polyshares lists food and beverage as its own intake industry, and Cognor Labs, a broker, shows a food and beverage co-packer among its examples. By our mapping, most other buyers would file a food producer under manufacturing, which Mercor, Ventra and Pewter all take.1,58,19,36,25

  • Batch records, QA holds, sanitation logs and spec sheets, plus the email around them. Troveo says records that show a checkable outcome license most readily, and a lot that was released or held is one.58,2,59

  • Start with anything carrying a brand owner's formula, specs or test data. Polyshares excludes data held on behalf of clients, and Troveo's guide lists customers' specifications and test data among what comes out first. Your own plant SOPs and sanitation records are a cleaner place to begin.15,60

  • Yes, you set the scope. Grepped says any system, folder or record type can be left out, and Mode agrees systems and date ranges before export. Name the formula files you are holding back on the first call, since they can change the offer.32,61

  • Most buyers want 20 to 30 or more employees, and a few set no minimum. Mode counts only full-time US office employees, so ask each buyer how it counts line and seasonal workers before you prepare anything.26,37,43,45,14,31

  • No buyer publishes a food price. Published ranges for operating companies mostly run $100K to $2M, as the buyers' own claims, and Polyshares does not mark food and beverage as a premium industry.11,12,62,1

  • Speeds vary, but it's usually around 3-6 weeks, sometimes longer. Get the payment date written into the agreement rather than taken from a call.38,17,63,64,22

  • 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

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 our co-manufacturing agreements give the brand owner rights in batch records, specs or test results?
  • Do FSMA records, third-party audit reports (SQF, BRCGS) or retailer supplier terms carry confidentiality terms that reach this data?
  • How are consumer names, addresses and health details in complaint files removed, and do we review a sample?
  • 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?
  • Could the data include privileged material or trade secrets?

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 (64)

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  2. 2.Mercor Data. Accessed 14 Oct 2026. Company's own claim.
  3. 3.Polyshares track record page. Accessed 14 Oct 2026. Company's own claim.
  4. 4.Troveo business data page. Accessed 14 Oct 2026. Company's own claim.
  5. 5.Frankfurt Kurnit Klein & Selz (Daniel Goldberg), published 1 Oct 2026. Accessed 14 Oct 2026.
  6. 6.US Census Bureau, Statistics of US Businesses 2022. Accessed 15 Oct 2026.
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