Bay Area Inbound Marketing Blog

Laurie Monahan

Recent Posts

How Do We Manage Legacy MarTech Stack & Technical Debt?

Posted by Laurie Monahan on Tue, Jul 07, 2026 @ 08:51 PM

In a mature enterprise with systems built over decades, you will inevitably encounter a legacy stack with clunky CRM customizations, deprecated tracking scripts, old data fields, and disconnected tools.

It is important to be able to systematically modernize a data engine without breaking active pipeline, freezing execution, or driving up costs.

Read More

Tags: How do we fix our Legacy Demand Gen Engine?

What is a 30-60-90 Day Plan for Director of GTM Engineering?

Posted by Laurie Monahan on Tue, Jul 07, 2026 @ 08:07 PM

A 30-60-90 day plan for Director of GTM Engineering must balance rapid systems auditing with early automation wins. It should demonstrate to the executive team that you are a strategic technical architect who values data precision, channel relationships, and scalable revenue engines.

Here is the tactical roadmap structured for this specific role.

Days 1–30: System Auditing, Telemetry, and Trust Building

The first month is about mapping the technical landscape, identifying data silos, and understanding why the current marketing-to-partner pipeline drops leads.

Read More

Tags: What is 30, 60, 90 Day Plan for GTM Engineering?

Why is Telemytry Important in Demand Generaton?

Posted by Laurie Monahan on Tue, Jul 07, 2026 @ 07:12 PM

In demand generation, telemetry is the automated, real-time collection of product usage and behavioral data from prospects. It moves marketing past basic form submissions by providing behavioral data on how users interact with trial software, tools, and digital content. [1,2,3,4,5]

Key Concepts in Demand Generation Telemetry

  • Product-Led Growth (PLG): Telemetry is the backbone of PLG. It measures actions like feature adoption, session frequency, and depth of use.1
  • Intent Signals: By tracking what prospects do in your software (e.g., hitting usage limits or frequently using premium features), demand generation teams can accurately measure "Product Qualified Leads" (PQLs) rather than just "Marketing Qualified Leads" (MQLs). [1, 2, 3]
  • The MELT Framework: Telemetry relies on three main types of data: Metrics (numerical data like login counts), Logs (chronicled event histories), and Traces (the step-by-step user journey). [1, 2]
Read More

Tags: Why Telemetry for Demand Generation?