From Blind Trials to
Revenue Intelligence —
One Event Framework. Full-Funnel Clarity.
A US-based AI-driven SaaS platform running a 14-day free trial had no structured way to track what users actually did — or why some converted and most didn't. We designed and deployed a custom event-driven analytics system that made every trial interaction measurable, every high-intent user identifiable, and every conversion dollar traceable.
What Was Broken — and What We Replaced It With
Five Phases That Built One Coherent Data Engine
Audited the Platform and Mapped Every Missing Signal
We ran a structured audit of all existing tracking touchpoints to identify gaps — specifically, the user actions with the highest revenue correlation that were not being captured. We then defined a complete event taxonomy, naming convention, and property schema before writing a single line of tracking code.
Built the Custom Event Architecture Across the Lifecycle
We implemented 18+ custom events spanning acquisition (account creation, trial activation), engagement (feature usage, session depth, gamification), conversion (upgrade attempt, payment success), and expansion (plan changes, add-ons). Every event was enriched with contextual properties — plan type, revenue value, user segment, and feature metadata — enabling multi-dimensional slicing.
Engineered the Trial-to-Paid Conversion Funnel End-to-End
We structured a five-stage funnel — Account Creation → Trial Start → Engagement → Conversion → Subscription Lifecycle — with defined milestones at each gate. We enabled cohort-based analysis so the team could compare conversion rates for users who hit key engagement milestones at day 3 versus day 10 of their trial period.
Activated Product-Qualified Lead Scoring and Revenue Attribution
We built a dynamic PQL scoring model that weighted event frequency, high-intent signals (pricing page visits, upgrade attempts, feature depth), and plan-type behavior to surface the users most likely to convert. Simultaneously, we connected each conversion event to monetary value — giving the business clear revenue attribution per user journey and per feature.
Delivered Real-Time Dashboards and Handed Over a Self-Serve System
We built a suite of live dashboards — trial performance, conversion funnel analytics, revenue by cohort, and feature adoption heatmaps — all feeding directly from the event layer with no manual exports. We then conducted team training so product, marketing, and sales could run their own analyses independently, without Twopir involvement.
Before this engagement, we had no idea which features were actually driving upgrades. We assumed it was the AI core, but the data showed it was a secondary workflow tool that most of our team had barely even noticed. That kind of insight is only possible when your event infrastructure actually works.
— Twopir Project Lead · US AI SaaS Platform · 2024Six Things That Changed — With Numbers
Trial-to-paid conversion improved threefold after behavioral scoring was activated.
Sales focused on the right users at the right moment, instead of blasting the entire trial list equally.
Custom events now capture every critical user interaction across the lifecycle.
Acquisition, engagement, conversion, and expansion events — each enriched with plan type, revenue value, and feature metadata.
Full trial-to-paid funnel is visible and reportable for the first time.
Every drop-off point, every conversion milestone, and every cohort performance metric is now tracked in real time.
Product-qualified leads now reach sales within 48 hours of hitting high-intent signals.
Before this system, high-intent users were invisible until they churned — or happened to contact support.
Manual weekly reporting eliminated — the team runs live reports independently.
Product, marketing, and sales each have their own dashboards and can answer their own data questions without engineering tickets.
Revenue attribution is active from the moment a trial converts — no retro-fitting required.
The platform now knows exactly which features, cohorts, and journeys generate revenue — a capability it had never had before.
Running a SaaS Trial Model Without Full-Funnel Data?
We'll audit your current event tracking, identify your highest-value conversion gaps, and deliver a prioritised findings report — in 5 business days, at no cost and no commitment. We cover US EST, UK GMT, and AEST time zones for responsive delivery.
The Tools and Techniques Behind This Engagement
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Turn Your Trial Data into a Growth Engine
Twopir has spent 12+ years building the analytics and CRM infrastructure that SaaS companies need to grow predictably. 500+ clients across the US, Canada, UK, UAE, Australia and New Zealand trust us to make their data work.
12+ Years · 500+ Clients · Salesforce Partner · HubSpot Partner · US · Canada · UK · UAE · Australia · New Zealand
