Article
Identity resolution explained: the foundation of trustworthy GTM data
Master Data Management (MDM) and Identity Resolution
Your revenue systems depend on one thing before anything else works. They need a clean, connected view of buyers, accounts, and buying groups. Without that foundation, scoring breaks, routing slips, reporting drifts, and execution slows.
That is why identity resolution sits at the center of modern Master Data Management (MDM) and Data Management Software. If you want trustworthy GTM data, you need a way to match, merge, and maintain records across every system your team touches.
For RevOps, marketing operations, and sales operations leaders, this is no longer a back-office data project. It is an operating requirement for pipeline accuracy, buying group engagement, and signal-driven execution.
Why identity resolution matters more now
Latest Articles
Article
Which Job Change Signals Predict a Buying Window?
Your best-fit account went quiet six months ago. Then the VP of Revenue Operations you never reached moves to a new company. That single move is a job change sales signal, and it opens two doors at once. One at the old account, where a seat just emptied. One at the new account, where someone with budget wants to prove themselves fast.
Most reps see the notification and scroll past it. The ones who hit quota treat it as a timer starting.
The problem is that not every job change matters. A lateral move between two mid-level analyst roles rarely changes anything. A new CRO with a mandate to rebuild the tech stack changes everything. Knowing the difference is what separates a busy pipeline from a real one.
Article
How Do You Enrich a Spreadsheet of Leads Without Handing It to a Vendor?
You have a list. Maybe it came from a webinar, a conference badge scan, or an export someone pulled from your CRM two quarters ago. It has names, companies, and a few job titles that were accurate at some point.
What it does not have is phone numbers, verified emails, or any sense of which rows deserve your morning.
So you look for a way to enrich a csv of leads. The first path most reps find is a vendor upload. Drop the file, wait, get it back fuller. That works until you read the fine print, watch the credits drain, or realize your file is now sitting on someone else's server.
There is a second path. It is slower on paper and faster in practice, because it gives you a read on the account instead of a fuller row.
Article
Email Finder Pricing Compared: Per-Credit vs Per-Seat
You open a prospect profile, click for the email, and watch a counter tick down. That single click has a price attached to it. Whether you feel that price depends entirely on how your vendor decided to bill you.
Email finder pricing splits into two camps. Per-credit models charge you for every reveal. Per-seat models charge you a flat fee per user and cap what you get inside that seat. Both sound reasonable on a pricing page. Both behave differently once you are running 80 touches a day and trying to build real pipeline.
This breakdown covers how each model works, where each one quietly costs you more than expected, and how to pick the one that fits how you prospect.
