Analytics & CRO for SaaS

You're getting signups.
You're not getting users.

I deconstruct your full user journey — from first ad impression to product activation and retention — and fix every checkpoint where you're losing people. Acquisition. Activation. Retention. All of it.

Book a free journey audit → See where the leaks are ↓
★★★★★ Rated 4.8/5 · Trusted by SaaS teams across USA, UK & Europe

Your full funnel — every stage is a potential leak

Ad Click Paid & organic
Landing Page Message match
Signup Form friction
Onboarding Aha moment
Activation Core feature use
Retention Week 2, Month 1

Sound familiar?

Most SaaS teams are optimizing the wrong part of the funnel.

01

Traffic is up. Signups are flat.

You've scaled paid spend, improved content, and pushed SEO. Visitors are coming. But conversion from visit to trial isn't moving. The problem isn't awareness — it's the five friction points between your ad and your signup button that nobody's mapped.

02

People sign up. Then they disappear.

Activation is your real conversion problem. Users create an account, see the dashboard, get confused about what to do next, and leave. You see the 30-day retention curve. You can't see why it bends where it does.

03

Your churn cliff happens at the exact same point every cohort.

Week 2 or week 4 — it's predictable, which means it's fixable. The pattern tells you where the aha moment isn't happening. Without behavioral data layered over that cohort view, you're running onboarding experiments in the dark.

04

You have GA4 and Mixpanel. Neither answers the real questions.

GA4 tells you about traffic. Mixpanel tells you about feature usage. Neither tells you why users aren't converting, what's causing your activation gap, or which churned users left before touching your core feature. You have data. You don't have insight.

05

Your onboarding was built to show features — not to create users.

Most SaaS onboarding flows are designed by engineers to expose functionality. They're not designed to guide someone from confused newcomer to confident power user. The difference shows directly in your activation rate and time-to-value.

06

You're optimizing ad creative. The funnel they lead to is leaking.

The most expensive place to lose a potential customer is after they've clicked your ad and landed on your site. Improving conversion at the bottom of your funnel is almost always higher ROI than improving CTR at the top. Most teams have it backwards.

Most SaaS teams invest in acquisition while activation and retention bleed users out the other side. Fixing the bottom of your funnel almost always beats scaling the top. The math is simple — the measurement isn't. That's where I come in.

The baseline problem

What SaaS analytics actually looks like in practice

These are patterns I see in nearly every SaaS funnel audit — not edge cases.

~60%
of SaaS trials never activate

Most free trials end not because users decided to leave — but because they never found a reason to stay. They hit the product, got confused, and quietly churned. You counted them as signups. They were always leads.

<40%
average onboarding completion rate

The majority of users who sign up never complete the first meaningful action in your product. Every incomplete onboarding is a user you paid to acquire who never had a chance to become retained.

3–5×
ROI of retention vs acquisition spend

Improving your activation rate by even 10% can outperform doubling your paid acquisition budget in terms of revenue impact. The teams winning in SaaS right now are obsessing over activation, not ad spend.

Where I focus

Every growth pillar. Every friction point. Fixed.

I work across the full AARRR funnel — from the first ad to retained power users. Each stage gets the same depth of analysis and the same rigor of execution.

Acquisition

Ads → Landing Page → Signup Audit

Map and fix every friction point between your paid traffic and your signup confirmation. Most SaaS teams improve CTR when they should be improving what happens after the click.

  • Paid traffic + landing page message-match audit
  • Homepage and pricing page conversion analysis
  • Signup form friction identification and fix recommendations
  • Traffic source → activation rate segmentation (which source converts best?)
  • Ad-to-onboarding flow consistency review
Activation

Signup → Aha Moment Analysis

Find exactly where users get confused, stall, and leave. Map the path your best users take to activation — then rebuild your onboarding to guide everyone there faster.

  • End-to-end onboarding flow audit with friction point mapping
  • Aha moment identification and time-to-value measurement
  • Behavioral analysis: heatmaps, session recordings, click patterns
  • Onboarding completion rate benchmarking by user segment
  • CRO recommendations prioritized by activation rate impact
Retention

Week 1 → Month 3 Retention Deep-Dive

Your retention curve tells a story. I translate it into specific user behaviors, churn triggers, and feature adoption gaps — then build the roadmap to fix each one systematically.

  • Cohort analysis: when users churn, which cohorts retain best and why
  • Feature adoption vs. retention correlation (what do retained users actually do?)
  • Power user behavior mapping — the journey from signup to loyal user
  • Churn trigger identification through behavioral signals before they leave
  • Winback campaign data strategy and segment targeting
Infrastructure

Instrumentation & Growth Dashboards

You can't fix what you can't see. I build the analytics infrastructure that gives your team a live view of every AARRR stage — not pageview counts, but the metrics that actually drive growth decisions.

  • Full product analytics setup (GA4 + Mixpanel or Amplitude)
  • Custom event taxonomy designed around your user journey milestones
  • Funnel dashboard showing conversion at each AARRR stage clearly
  • Weekly executive dashboard: activation rate, retention curve, revenue
  • Tracking documentation your team can maintain and build on independently

How it works

Map the journey. Find the leaks. Fix them.

Three phases, each building on the last. Every recommendation tied to a specific metric and a specific friction point — not a generic best practices list.

1
Week 1–2

Map

Full user journey audit — from the first touchpoint to feature adoption. Every checkpoint documented, every friction point flagged, every instrumentation gap identified. You get a complete picture of what your funnel actually looks like, not what you think it looks like.

2
Week 3–4

Find

Behavioral analysis, cohort diagnostics, and funnel modeling. I show you exactly where users drop off, which fixes will move your activation and retention metrics most, and the order to tackle them in — tied to revenue impact, not gut feel.

3
Month 2+

Fix

Prioritized CRO roadmap execution, tracking implementation, and ongoing measurement. Every change tracked against your activation and retention metrics. Monthly review to assess what's working and reprioritize based on the data, not assumptions.

Why me, not a generic analytics agency

Full-funnel SaaS focus. Not generic analytics.

A generic web analytics agency tracks pageviews. I track the specific user journey events that predict whether someone becomes a retained, paying customer.

Generic Analytics Agency Working with Hichem
Funnel scope Website only — traffic, sessions, bounce rate Full AARRR — ads through retention and revenue
Product context No understanding of SaaS activation or onboarding Built around SaaS growth mechanics — aha moment, activation, churn
Instrumentation Standard GA4 setup — pageviews and session data Custom event taxonomy tied to your user journey milestones
Retention focus Not in scope — acquisition and traffic only Cohort analysis, churn triggers, feature adoption mapping
CRO approach Landing page best practices — generic, not SaaS-specific Onboarding flow, signup form, and activation journey optimization
Reporting Sessions, pageviews, CTR — vanity metrics Activation rate, time-to-value, retention by cohort, MRR impact
Access Account manager + 48–72hr response window Direct access, async-first, transparent on every decision

Don't take my word for it

★★★★★   Rated 4.8/5 from 26+ clients

Let's talk

Let's map your funnel. You'll see exactly where you're leaking.

Book a free 30-minute journey audit call. I'll review your current funnel, identify your biggest acquisition and activation gaps, and show you where to start — no pitch, no retainer required.

Book my free journey audit →

30 minutes. No agency pitch. Just an honest map of where your funnel breaks.