Offers
Match Rule Validation Offers
Last updated: 2026-08-07
Generate-Data.com sells one job: proving your match rules work before go-live, without hand-labeling thousands of record pairs. There are five offers, ordered by depth: Match-Ready Sample, Match Precision Audit, Match Rule Validation, Self-Serve Ground Truth License, and Regression Validation Guard, from a free look at your domain to an ongoing re-score service. Each offer answers a different question: what's actually in our data, is a scored number worth a paid look, do we need the full gate-ready outcome, do we want the software on our own terms, or do we need to keep validating after go-live. Start wherever your question already is.
Match rules for master data management get built, tuned, and shipped without anyone measuring what they actually catch. You believe your dedupe logic works because it worked in a demo or because nobody complained last release. That's not proof, and at a gate review it's not defensible either. Generate-Data.com exists to close that specific gap: help MDM delivery teams prove their match rules work before go-live, without hand-labeling thousands of record pairs. The offers below exist to answer that question at whatever depth you need, from a free look to a fully engaged outcome.
This page explains what each offer is and how to pick one. It does not carry amounts or the delivery detail for any single offer: amounts live on the pricing page, and each offer's mechanics live on its own page.
There are five offers.
Match Rule Validation.
The core offer: a done-with-you engagement that delivers
- a Labeled Ground-Truth Dataset
- a Go-Live Precision Scorecard
- a Silent Failure Finder
- a Post-Tune Re-Validation Pass
- a Gate-Review Certainty Report
plus 12 months of Match Rule Truth Engine access.
It's the offer built for a specific gate review or go-live date, not an open-ended exploration. Full detail on how it works and what's included lives on its own page.
Human-closed, starts with an inquiry.Match-Ready Sample.
A free Labeled Ground-Truth Dataset shaped to your domain, with a Known-Duplicate Pair File included. No call, no purchase. Request it, review it against your own rules, and decide from there whether the other offers are worth a conversation.
Self-serve.Match Precision Audit.
A paid mini-engagement: a domain-shaped dataset plus a one-page scorecard call. It's built for teams who want a scored answer before they commit to the full engagement, and it qualifies whether Match Rule Validation is the right next step. Where the Sample is asynchronous, the Audit adds a live conversation about what the scorecard actually found in your rules.
Call required.Self-Serve Ground Truth License.
Annual access to the Match Rule Truth Engine platform, for teams who want to regenerate truth sets themselves without a Match Rule Validation engagement attached. Software only, checkout by Stripe or invoice. It fits teams who already know what a validated truth set looks like and want to keep generating their own without booking another engagement.
Self-serve checkout.Regression Validation Guard.
Recurring re-scoring against your existing truth set every time a match rule changes or a release ships, so a validated state doesn't quietly expire the day the Match Rule Validation report gets filed. It's built for the stretch after a Match Rule Validation or License purchase, when rules keep changing but nobody wants to start validation over from scratch each time.
Inquiry-based.
If you want a free look at your own domain's duplicates first, start with the Sample. If you need a scored number before a budget conversation, book the Audit. If you're heading into a gate review and need the full outcome, go straight to Match Rule Validation. If you already know what you need and just want the software, the License skips the engagement entirely. If you've already validated once and need to keep it current as rules and releases change, Regression Validation Guard is the ongoing offer. The offers are ordered by depth, but they are not gated: nothing requires you to buy a smaller one first.
Frequently asked questions
What is the difference between the Match-Ready Sample and the Match Precision Audit?
The Sample is free, no-call, and asynchronous: a domain-shaped dataset with known duplicates, delivered to review on your own. The Audit is paid and adds a one-page scorecard call that turns the dataset into a scored answer and qualifies whether full Match Rule Validation is worth scoping. The Audit adds the analysis and the conversation; the Sample stops at the dataset.
Do we have to start with Match Rule Validation, or can we begin with the free Sample?
No. The offers are built so you can start wherever your question is. The Match-Ready Sample is the intended entry point: request it to see how your own domain's duplicates behave, then decide whether an Audit or full Match Rule Validation is worth booking. Starting directly at Match Rule Validation is fine too, if you already know you need the full outcome.
Which offers are self-serve and which require talking to someone?
The Match-Ready Sample and the Self-Serve Ground Truth License are self-serve: request or buy without a call. The Match Precision Audit includes a scorecard call. Match Rule Validation and Regression Validation Guard are human-closed: both start with an inquiry rather than a checkout button.
What happens after Match Rule Validation?
Match Rule Validation includes 12 months of Match Rule Truth Engine access, so you can keep regenerating truth sets on your own. From there, Regression Validation Guard re-scores your rules on every change or release, and a Self-Serve Ground Truth License covers continued platform access without another full engagement.
Is the Self-Serve Ground Truth License a substitute for Match Rule Validation?
No. The License is software only, platform access to regenerate truth sets on your own, with no scoring call, no failure analysis, and no gate-ready report attached. Match Rule Validation is a done-with-you engagement that includes that same platform access as one of several components. Choose the License when you don't need the full engagement.