Data type

Calls and transcripts: real conversations, with the ending attached.

Recorded sales and support calls are the scarcest record type on this list. A transcript holds objections, hesitation, the moment a customer decides, and what the rep did next. Buyers building voice and conversation models want thousands of them, tagged with how each one turned out.

Highest demandTypical systemsZoomGongFathomDialpadRingCentralAircall

No dataset needed to start. Buyers price from a one-page manifest; nothing leaves your systems until you sign.

Why buyers want it

What a model learns from these records

  • Spoken language is different from written. Models trained on text alone handle interruptions, hedging, and repair badly.
  • Outcome tags such as closed, escalated, refunded, or booked turn a transcript into a labelled example.
  • Multi-turn structure: a question, a clarifying question, an answer, a confirmation.
  • Domain vocabulary spoken by people who use it every day.
What it contains

Records that usually go in the manifest

  • Sales calls with the CRM outcome attached
  • Support and service calls with the ticket they produced
  • Call summaries and notes written by the rep afterwards
  • QA scorecards and coaching notes where the team keeps them
  • Scheduling and intake calls with the appointment record
  • Audio alongside transcripts, where consent and rights allow
What moves the number

Four things buyers look at before they price calls & transcripts.

Buyers building voice and conversation models are short of real calls with outcomes. This is the scarcest record type on the list and the most demand-sensitive to consent documentation.

01
Volume with outcomes. Ten thousand calls tagged with results outrank fifty thousand untagged.
02
Transcript quality. Diarized, timestamped transcripts from a modern recorder are worth more than raw audio.
03
Consent documentation. Calls recorded under a clear notice are licensable; the rest are not.
04
Consistency. One phone system across several years keeps the format uniform.
In our estimator
1.30weight · 1 of 8

Every record type carries a weight in the estimator behind /estimate, and the weights are published so you can see the work. Calls & transcripts sits at the top of the eight.

Indicative range observed across the market for single-company operational data licenses. Not a quote. Actual value depends on buyer demand, data quality, rights, and exclusivity.

Open the estimator →
Before and after

What a de-identified copy keeps, and what it loses.

A fictional record, prepared the way a buyer would receive it. The workflow survives. The people, companies, and identifiers do not.

Replaced or removed before trainingKept: the work itself
FieldYour recordDe-identified copy
CallInbound, 11m 42s, 2024-03-12Inbound, 11m 42s, 2024-Q1
AgentKeisha BrownAgent 07
CallerRobert Tanaka, account 55-0912Caller, account [removed]
OpeningHi, this is Robert Tanaka. I got a bill for $312 and my plan is supposed to be $89.Hi, this is [name]. I got a bill for $312 and my plan is supposed to be $89.
OutcomeCredit of $223 issued; retention offer acceptedCredit of $223 issued; retention offer accepted

Fictional example for illustration. Names, companies, and identifiers are made up; no real record is shown. The signed license specifies the de-identification standard, who performs it, who verifies it, and the remedy if it is missed.

Preparation and rights

Three things to settle before calls & transcripts go in a manifest.

What gets removed, what gets excluded by rule, and what to confirm about your rights. Your counsel signs off on scope before any buyer sees it.

01

Names, phone numbers, addresses, card numbers, and account identifiers spoken on a call are redacted in both transcript and audio. Payment-card segments are removed outright.

02

Calls involving minors, medical detail, or legal matters are excluded by rule, along with anything your counsel flags.

03

Confirm your recording notice and consent practice meets the rules in every state or country your callers are in. Audio recorded under a single-party notice may be limited to transcript-only licensing.

We help you build the manifest and we ask these questions, but we do not provide legal advice. Whether a specific set of records can be licensed is a decision for your counsel.

Questions owners ask

About licensing calls & transcripts.

We recorded calls for quality purposes. Can we license them?

Often, but it depends on the notice callers heard and the law where they were. A clear recording notice usually supports licensing of de-identified transcripts. Audio is more sensitive, and some sellers license transcripts only. Your counsel reviews the consent practice before anything goes in the manifest.

Do voices count as personal information?

Treat them as if they do. A voice can identify a person, which is why many deals cover transcripts rather than audio, and why audio deals specify voice handling in the contract. Names, numbers, and addresses are redacted in either case.

We only have a few thousand calls. Is that enough?

A few thousand calls with outcomes attached is a real dataset, especially in a specialist domain. Volume matters, but outcome tags and transcript quality matter more. The manifest records the count, the years, and the tagging, and buyers price from that.

We hunt. You get paid.

Find out what your calls & transcripts records are worth.

Seven questions. No dataset. First offer in 24 to 48 hours of a complete manifest.

Measured from a complete data manifest. A first offer is a process target, not a guarantee; buyers decide eligibility, price, and terms.