Research library

Evidence for the decision room.

Frameworks for US mid-market teams comparing the operating, financial, and human consequences of software choices.

Product systems

Product-Led Growth Examples as Architecture Patterns

Use product-led growth patterns, not copied company stories, to test software requirements, economics, and operational fit.

Product systems

Product-Led Growth Systems: Architecture and Buying Choices

Evaluate product-led growth technology across identity, lifecycle, monetization, adoption, implementation, and stack economics.

Customer systems

SaaS Churn Analysis: Definitions, Systems, and Intervention

Measure churn consistently and evaluate retention technology through intervention logic, customer consequence, and ROI.

Product systems

SaaS Product Metrics: Tooling for Better Product Decisions

Assess product analytics and telemetry platforms for decision fit, implementation quality, adoption, economics, and data risk.

Finance systems

SaaS Finance Metrics: Systems, Controls, and Decision Use

Evaluate finance metrics tooling through reconciliation, close controls, planning consequences, implementation, and total cost.

Decision metrics

SaaS Sales Efficiency: Measuring the System, Not the Story

Use sales-efficiency measures to evaluate spending choices, workflow changes, and technology value with appropriate caveats.

Decision metrics

SaaS Sales Conversion Rates: Definitions Before Benchmarks

Calculate and interpret sales conversion rates for operational decisions without false benchmark precision.

Revenue systems

SaaS Sales Strategy: Segments, Coverage, Capacity, and Economics

Build a SaaS sales strategy by linking customer segments to route-to-market coverage, seller capacity, and unit economics before setting territories or buying tools.

Revenue systems

SaaS Sales Process: Stages, Exit Evidence, and CRM Controls

Design a SaaS sales process with stage-specific exit evidence, exception controls, and CRM requirements that improve decisions without creating field-completion theater.

Growth systems

SaaS Content Marketing: Build a Governed Buyer-Education Program

Design a SaaS content marketing program across buyer needs, formats, workflow, governance, distribution, maintenance, and economic measurement.

Decision metrics

SaaS Marketing Metrics: Formulas, Cohorts, and Decision Rules

Define and use SaaS marketing metrics for CAC, pipeline, attribution, and cohort performance without mixing incompatible costs, periods, or customer groups.

Growth systems

SaaS Marketing Funnel: Define Stages, Handoffs, and Cohorts

A rigorous SaaS marketing funnel model for stage evidence, sales handoffs, recycling, conversion, velocity, and cohort analysis.

Growth systems

SaaS Marketing Strategy: From ICP to a Fit-for-Purpose Stack

Connect ideal customer profile, positioning, buying motion, channel choices, and go-to-market requirements to a defensible SaaS marketing stack.

Decision metrics

SaaS Metrics Architecture for Buying Committees

Build a governed metrics architecture that connects operational systems, finance definitions, and software investment decisions.

Revenue systems

SaaS Sales: Models, Roles, and the Revenue Cycle Explained

Understand SaaS sales models, buyer and seller roles, and the revenue cycle so a mid-market buying committee is able to align the motion before selecting sales software.

Growth systems

SaaS Marketing: Build a System Buyers Can Trust

A cross-functional guide to SaaS marketing channels, lifecycle design, operating controls, costs, and measurement for mid-market teams.