Data type

CRM and sales workflows: every deal, and why it went the way it did.

A CRM with years of history is a record of thousands of decisions by customers. Stage changes, call notes, lost reasons, and follow-up cadences show how a deal is actually worked. Buyers want the sequence from first touch to closed-won or closed-lost, with the notes that explain it.

Strong demandTypical systemsSalesforceHubSpotPipedriveZoho CRMClose

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

  • Deal timelines show a process unfolding step by step, with dates.
  • Notes and lost reasons are the explanation a model cannot infer from the stage alone.
  • Won and lost deals together are a labelled set; one without the other is half a lesson.
  • Email and call activity logged against a deal links communication to outcome.
What it contains

Records that usually go in the manifest

  • Opportunity records with every stage change and its date
  • Contact and account notes written by reps after calls and meetings
  • Closed-lost reasons and competitor fields
  • Quotes, proposals, and the version that closed
  • Sequences and cadences: which touches happened, in what order, with what response
  • Pipeline reviews and forecast notes where the team keeps them
What moves the number

Four things buyers look at before they price crm & sales workflows.

Won and lost deals together, with the notes that explain them, are a labelled set. The note quality of your reps is the biggest single driver.

01
Note quality. Reps who write two sentences after each call produce a far more valuable record than reps who log a single word.
02
Complete outcomes. A deal that ends in closed-won or closed-lost with a reason is worth more than an open one.
03
History in one CRM. Migrations lose stage history; five years on one system keeps it.
04
Linked activity. Deals with emails, calls, and meetings attached show the whole pursuit.
In our estimator
1.05weight · 6 of 8

Every record type carries a weight in the estimator behind /estimate, and the weights are published so you can see the work. CRM & sales workflows sits at the middle 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
DealWestbrook Family Dental - Phase 2 remodelAccount 041 - Phase 2 remodel
Stage historyQualified (Jan 9) > Proposal (Jan 23) > Negotiation (Feb 14) > Closed won (Mar 1)Qualified (day 0) > Proposal (day 14) > Negotiation (day 36) > Closed won (day 51)
Amount$186,000[low six figures]
OwnerSofia ReyesRep 03
Won noteDr. Westbrook chose us over Hargrove Build because we could start in April; our price was 6% higher.Customer chose us over Competitor B because we could start sooner; our price was 6% higher.

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 crm & sales workflows 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

Contact names, company names, emails, phone numbers, and addresses are replaced with consistent fictional values, so an account still reads as one account across all its deals.

02

Pricing tied to a named customer is generalized or bracketed. Competitor names can be kept or generalized at your choice.

03

Confirm your CRM terms permit export and licensing, and check customer agreements for confidentiality clauses that cover commercial terms.

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 crm & sales workflows.

Our reps barely write notes. Is the CRM still useful?

Stage history with dates is still a workflow record, and the emails and calls logged against deals often carry the explanation the notes lack. The value is lower than a CRM with rich notes, and the manifest will say so, but it is rarely zero.

Will buyers see our customer list?

No. Account and contact names are replaced with consistent fictional values before any sample is built. A buyer sees that Account 041 bought twice and churned once; they do not see who Account 041 is.

Can we exclude certain accounts or deals?

Yes. You can exclude by account, by segment, by date range, or by any rule your counsel sets, such as every customer under a standalone NDA. The manifest records the scope and the license covers only that.

We hunt. You get paid.

Find out what your crm & sales workflows 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.