Guides
What Should a Series-A PMM Do With Visitor Data?
What a Series A product marketing manager does with visitor identification data, from positioning tests to sales enablement to competitive intel.
All Articles
Guides
How Do You Write a Warm Email Without Sounding Creepy?
Rules for referencing visitor data in outreach without crossing into surveillance. 4 template snippets, a do-and-don't table, and why it matters.
Strategy
Why Is Cold Outbound Broken in 2026?
Cold outbound did not stop working because you got lazy. The structural floor shifted. Here is what broke and what replaces it.
Strategy
What Data Does an AI SDR Need to Work?
The model is not the bottleneck. The data is. Here's the minimum data stack every AI SDR needs before it sends a single email.
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.
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.