Data
How Do You Run Attribution Without UTMs?
If UTMs vanished tomorrow, how much pipeline could you still attribute? The framework, the architecture, and what identity-based attribution catches.
All Articles
Lead Generation
B2B Lead Generation Companies: The Honest 2026 Guide
How B2B lead generation companies actually work, what they cost, and how to decide between hiring an agency, buying tools, or going hybrid in 2026.
Strategy
Is Firmographic Targeting Still Useful in 2026?
Firmographics still matter, but they are the floor, not the ceiling. Here is what still works, what is dead, and what to do instead.
Guides
How Do I Route Accounts With Airtable and Leadpipe?
Use Airtable as your routing engine for Leadpipe identified visitors. Round-robin, named-account assignment, and SLA timers in under 30 minutes.
Guides
How Do Biotech Companies Do Compliant ABM in 2026?
A field guide for biotech ABM: identify pharma and CRO buyers on your site while staying inside HIPAA, GDPR, and privacy guardrails.
Strategy
Build Pipeline Without Hiring More SDRs
An SDR costs $70-90K/year loaded. Visitor identification + AI outreach costs $167/month. Same pipeline, fraction of the cost.
Product
How Suppression Lists Work in Visitor Identification
Suppression lists are how visitor ID respects opt-outs, customer exclusions, and compliance flags. Why they belong at the graph layer.
Data
Anonymous-to-Named Match Rate by Industry: 2026 Guide
Match rate varies by industry, geography, and traffic mix. Here is why, what 30-40%+ on US B2B traffic actually means, and how to read your own number.
Strategy
Is Apollo Email Deliverability Dropping in 2026?
Apollo-sourced cold email is harder to land in inboxes than it was three years ago. Here is the mechanism, the audit framework, and what to do about it.
Sales
Cold Email Response Under 1%? Try Warm Outreach
Cold email response rates have dropped below 1%. Warm outreach to identified website visitors gets 15-25%. Here's how to make the switch.
Strategy
How Does a CRO Audit Pipeline Sources?
A CRO framework for auditing pipeline sources, exposing attribution fiction, and using visitor identification to reveal what really drives revenue.
Strategy
Why Are RevOps Stacks Consolidating in 2026?
RevOps teams are cutting tools, not adding them. Here's what's driving the 2026 consolidation and which layers are getting absorbed.