B2B data discovery is the process of identifying new businesses, contacts, and sales opportunities that don't yet exist in your database. Unlike data enrichment (which fills gaps in existing records), data discovery finds entirely new prospects by scanning public records, business registries, Google Places, and other sources. Measure change against a dated baseline instead of applying a general decay benchmark, then set the review cadence from the changes observed in your own system.
Is This the Same as a Data Discovery Tool?
No, and the distinction matters if you're comparing vendors. "Data discovery" means two different things depending on who's selling it.
Governance platforms like BigID, Collibra, and Alation do internal data discovery: they scan your own systems to catalog what data you hold, find sensitive fields, and map lineage for compliance. That's a software category aimed at data teams and privacy officers.
What we do is external market discovery for revenue teams. We look outward at your addressable market and find the businesses and decision-makers that should be in your CRM but aren't. If you need to inventory your own databases for a privacy audit, you want the governance tools. If you need more qualified prospects than your current lists contain, you want this service.
| Discovery source | What it surfaces | Refresh cadence |
|---|---|---|
| Business registries | New entity filings, ownership changes, dissolutions | Weekly to monthly by state |
| Maps and places data | New locations, category changes, closures | Weekly in major metros |
| Licensing databases | Newly licensed professionals and facilities (NPI, state boards) | Monthly |
| Hiring and funding signals | Growth events that indicate buying windows | Continuous |
| Web presence scans | New websites, staff pages, published contact info | Per project |
Your Database Is Shrinking
Measure change against a dated baseline instead of applying a general decay benchmark, then set the review cadence from the changes observed in your own system. People change jobs. Companies close or get acquired. Phone numbers disconnect. Email addresses bounce.
Meanwhile, new businesses are opening. New decision-makers are getting promoted. New opportunities are appearing in your market. And they're going to your competitors first.
The companies that win keep their databases maintained and discover new prospects before anyone else reaches them. Maintenance alone only slows the shrink.
What We Discover
We use multiple data sources and methods to surface prospects you don't have:
- New business detection. We scan Google Places, business registries, and public records to identify businesses that recently opened in your target market. Get to them before your competitors know they exist.
- Market expansion research. Entering a new geography or vertical? We map the entire market so you know who's there rather than who you happen to find.
- Net-new contact discovery. Find key decision-makers at companies you're already targeting. Fill gaps in your account coverage.
- Competitor customer identification. Understand who your competitors are selling to. Identify opportunities to win business away.
- Event and trigger monitoring. Track hiring signals, funding announcements, and other events that indicate buying intent.
Healthcare Discovery
We've built specialized discovery capabilities for healthcare and life sciences companies:
New Practice Detection
- Weekly scanning of major metropolitan areas
- Monthly scanning of smaller markets
- NPI Registry cross-reference for provider verification
- Practice type classification (private practice, regional health system, academic medical center)
- Key contact identification (practice manager, office manager, billing contact)
New practices are often the best prospects. They're making buying decisions, establishing vendor relationships, and haven't been bombarded by every other sales rep yet. See our healthcare business lists for details on what we cover.
What You Get
You receive a documented file of matched businesses and contacts, with the requested fields and review flags included.
Each discovery project delivers a complete prospect list ready for outreach:
- Business information. Company name, address, phone, website, and business category.
- Contact information. Key decision-maker names with LinkedIn profiles where available.
- Enrichment data. Firmographic details like employee count, revenue range, and industry classification.
- Newness scoring. How recently was this business established or this contact identified? Newer often means better opportunity.
- Source attribution. Where did we find each prospect? Useful for tracking which discovery methods work best for your market.
One-Time vs. Ongoing Discovery
Discovery can be a one-time project or an ongoing service:
One-time discovery makes sense when you're entering a new market, building a target account list for a campaign, or doing annual planning. the delivery plan returns a complete prospect list for your target criteria.
Ongoing discovery makes sense when you need a constant flow of new prospects. We scan your market weekly or monthly and deliver new finds as they appear. Check out our Ongoing Maintenance service for details.
How It Works
Step 1: Define your target market. Geography, industry, company size, specialty, whatever criteria matter to your business.
Step 2: We scan multiple data sources. Google Places, business registries, public records, industry databases, and our proprietary discovery methods.
Step 3: We validate and enrich. Every prospect gets verified before delivery through the same checks as our data validation service, then filled out with firmographics. No point discovering contacts that don't exist. If you're new to how the append side works, our data enrichment guide explains it.
Step 4: You get a ready-to-use prospect list. Complete with contact information, enrichment data, and source attribution.
Pricing
Discovery pricing depends on scope: geography, industry specificity, and whether you need one-time or ongoing delivery.
Ongoing discovery is available as part of our Ongoing Maintenance packages.
Common Questions
How is this different from buying a list?
List vendors sell the same data to everyone. Discovery finds prospects that aren't in those databases yet - new businesses, recent hires, companies that haven't been added to commercial databases. You get a head start.
How fresh is the data?
For one-time projects, we run discovery at the time of your project. For ongoing discovery, we scan weekly or monthly depending on your package. You're generally getting current data rather than data that's been sitting in a database for years.
Can you discover contacts at specific companies?
Yes. If you have a target account list and need to fill gaps in contact coverage, we can discover key decision-makers at those specific companies. This is account-based discovery rather than market-wide discovery.
What if you don't find enough prospects?
We'll tell you upfront if your target criteria is too narrow to support meaningful discovery. Better to know before you start than to be disappointed with results.
What's the difference between data discovery and data enrichment?
Enrichment improves records you already have: it fills in missing firmographics, emails, and titles on existing rows. Discovery adds rows that were not present in your database. The two can be combined, with discovered prospects enriched and verified before delivery. A messy CRM may need hygiene work first so new prospects do not land in a pile of duplicates.
What do data discovery services cost?
Scope changes with geography, segment breadth, contact depth, source requirements, and refresh cadence. We review a representative sample of the target criteria before documenting the included work, acceptance rules, schedule, and quote.
Find Prospects Before Your Competitors
Your competitors are working the same lists you are. They're calling the same contacts, emailing the same inboxes, fighting for the same attention.
Discovery gives you prospects they don't have. New businesses, new contacts, new opportunities that haven't been bombarded by each other vendor yet.
Related: Data Validation | Data Enrichment | Ongoing Maintenance