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.

CCPA CompliantGDPR CompliantISO 27701

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

Observed events connect to account and person nodes.

Contact points

Work email · direct dial · mobile · LinkedIn

02Schema

Schema.

EntityFields
CompanyName, domain, industry, sub-industry, employee range, revenue range, HQ and office locations, technologies in use, funding
PersonName, title, normalized seniority, department, location, LinkedIn URL, start date in role
Contact pointWork email (verified), direct dial, mobile where available, verification status
SignalType, source, observed date, strength
Example record · Northwind Foods (fictional)
{
  "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.

SpecCapability
Technologies in useFilter by technologies in use (e.g. CRM, cloud, data warehouse, security stack)
Tool selectionInclude or exclude by tool
Combined filtersCombine with industry, employee size and geography
Use casesIntegration partners, competitive displacement, stack-compatible buyers
Example filter · Northwind Foods (fictional)
technologies_in_use: [Snowflake, Salesforce]
exclude: [Competitor X]
employees: 200–5,000
geography: United States

04Intent data / In the Market signal

Intent data / In the Market signal.

Find the accounts that are buying now.

SpecCapability
Intent topicsIntent topics tracked per campaign
Combined signalsSignals combined with job changes, hiring, funding and leadership changes
Account labelsEvery account labelled In the Market, Warming or Not yet
Outreach priorityIn the Market accounts get outreach first and the deepest channel mix (call, voicemail, direct mail). Direct mail stays optional per campaign.
Example account · Northwind Foods (fictional)
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.

01

Economic buyer

Approves the investment.

02

Champion

Advocates for the solution inside the account.

03

Technical evaluator

Evaluates technical fit.

04

End user

Works with the product.

05

Procurement

Coordinates the purchasing process.

Outreach reaches the committee, not a single contact.

06Signals & scoring

Signals & scoring.

SignalWhat it indicates
IntentResearch activity on topics tracked per campaign
Job changeNew decision-maker, new mandate
HiringTeam expansion in the buying department
FundingNew budget
Leadership changeNew priorities
Technology fitStack 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.

In the Market
Warming
Not yet

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 statusAction
ValidSent
Catch-allSent only with risk controls
InvalidExcluded
UnknownRe-verified or excluded

08Freshness

Freshness.

Job-change detection

New decision-makers added

Departed contacts suppressed

Re-verification before every campaign

↻ Refresh cycle

Re-verification before every campaign keeps the next sequence connected to current buying roles.

09Live example

Live example.

7AI: 5,646 companies · 13,430 people mapped.

Explore 644 startup profiles

10Included in every credit

Included in every credit.

  • Buyer contact data
  • Data validation
  • Premium support
  • CCPA / GDPR

Explore your buyers.