Inside the Growth Lab

We test acquisition, conversion, and retention as one connected system to expose the highest-leverage growth moves.

Labs / Experiment Domains

Six surfaces we test to unlock repeatable growth.

Priority track

Test segmentation, intent signals, and channel-to-message fit to pull higher-quality demand into the system.

Checklist: ICP slices, pain-state match, intent scoring

Pressure-test value framing, proof density, and risk reversal to improve conversion intent.

Note: promise clarity before polish

Diagnose friction by stage and run targeted lift tests across landing, form, and handoff moments.

Check: step-drop analysis + speed blockers

Improve activation, retention, and expansion loops with trigger-driven experimentation.

Checklist: onboarding events, win-back logic

Iterate hooks, visual hierarchy, and CTA treatments to increase attention and action rates.

Note: concept velocity tracked weekly

Instrument clean event taxonomies and decision dashboards so every experiment resolves to a clear next move.

Checklist: event QA, attribution sanity, decision cadence

Operating model

A four-step rhythm that turns isolated experiments into a managed growth system with clear ownership, evidence, and next actions.

Step 01

Diagnose

Map funnel constraints, quantify leakage, and rank leverage points by expected revenue impact.
Step 02

Instrument

Align events, taxonomy, and QA checks so every test reads from trusted data baselines.
Step 03

Test

Run weekly experiment cycles with pre-registered success thresholds and documented learnings.
Step 04

Scale

Convert validated wins into playbooks, automation rules, and owner handoffs across the revenue team.