US VC-backed B2B SaaS startups
Buyer Graph.
The data layer of Pipeline as a Service. Buyer Graph maps your total addressable market down to the accounts, buying committees and verified contacts your campaign needs.
300M
contacts
65+
data attributes
- TECH STACK FILTER
- IN-THE-MARKET INTENT SIGNALS
- MULTI-SOURCE VERIFIED
01Graph model
Graph model.
Market
Segment
Account
Buying committee
Person
Contact points
Signals → Accounts + Persons
Contact points
02Schema
Schema.
| Entity | Fields |
|---|---|
| Company | Name, domain, industry, sub-industry, employee range, revenue range, HQ and office locations, technologies in use, funding |
| Person | Name, title, normalized seniority, department, location, LinkedIn URL, start date in role |
| Contact point | Work email (verified), direct dial, mobile where available, verification status |
| Signal | Type, source, observed date, strength |
{
"company": {
"name": "Northwind Foods",
"domain": "northwindfoods.com",
"industry": "Food distribution",
"sub_industry": "Wholesale food distribution",
"employee_range": "1,000–5,000",
"revenue_range": "Not specified",
"hq_location": "United States",
"office_locations": [
"United States"
],
"technology_context": "Not specified",
"funding": "Not specified"
},
"person": {
"name": "Jordan (fictional)",
"title": "VP Operations",
"normalized_seniority": "VP",
"department": "Operations",
"location": "United States",
"linkedin_url": "Not specified in this example",
"start_date_in_role": "2026-01-15"
},
"contact_point": {
"work_email": "j•••@northwindfoods.com",
"direct_dial": "Not displayed",
"mobile": "Where available",
"verification_status": "valid"
},
"signal": {
"type": "Job change",
"source": "Example role update",
"observed_date": "2026-01-15",
"strength": "Strong"
}
}03Technology stack filter
Technology stack filter.
Target accounts by the tools they already run.
| Spec | Capability |
|---|---|
| Technologies in use | Filter by technologies in use (e.g. CRM, cloud, data warehouse, security stack) |
| Tool selection | Include or exclude by tool |
| Combined filters | Combine with industry, employee size and geography |
| Use cases | Integration partners, competitive displacement, stack-compatible buyers |
technologies_in_use: [Snowflake, Salesforce]
exclude: [Competitor X]
employees: 200–5,000
geography: United States04Intent data / In the Market signal
Intent data / In the Market signal.
Find the accounts that are buying now.
| Spec | Capability |
|---|---|
| Intent topics | Intent topics tracked per campaign |
| Combined signals | Signals combined with job changes, hiring, funding and leadership changes |
| Account labels | Every account labelled In the Market, Warming or Not yet |
| Outreach priority | In the Market accounts get outreach first and the deepest channel mix (call, voicemail, direct mail). Direct mail stays optional per campaign. |
Northwind Foods: In the Market: intent on 3 tracked topics + new VP Operations (30 days)95-5 rule / B2B Institute
At any moment only about 5% of a market is actively buying. Scoring finds them first; the other 95% are warmed for later.
Signals guide prioritization; they are not a promise that an account will buy.
05Buying committee mapping
Buying committee mapping.
Economic buyer
Approves the investment.
Champion
Advocates for the solution inside the account.
Technical evaluator
Evaluates technical fit.
End user
Works with the product.
Procurement
Coordinates the purchasing process.
Outreach reaches the committee, not a single contact.
06Signals & scoring
Signals & scoring.
| Signal | What it indicates |
|---|---|
| Intent | Research activity on topics tracked per campaign |
| Job change | New decision-maker, new mandate |
| Hiring | Team expansion in the buying department |
| Funding | New budget |
| Leadership change | New priorities |
| Technology fit | Stack compatible with your product |
Signals combine by strength and recency into tiers: In the Market, Warming, Not yet.
In the Market accounts get outreach first and the deepest channel mix: call, voicemail and direct mail, with direct mail optional per campaign.
Signals guide prioritization; they are not a promise that an account will buy.
07Enrichment waterfall
Enrichment waterfall.
Source 1
Source 2
Source 3
Verification
De-duplication
Scoring
Graph
| Verification status | Action |
|---|---|
| Valid | Sent |
| Catch-all | Sent only with risk controls |
| Invalid | Excluded |
| Unknown | Re-verified or excluded |
08Freshness
Freshness.
Job-change detection
New decision-makers added
Departed contacts suppressed
Re-verification before every campaign
↻ Refresh cycle
09Live example
10Included in every credit
Included in every credit.
- Buyer contact data
- Data validation
- Premium support
- CCPA / GDPR
