Analytico

Optimize Pillar · CRO & Experimentation

Stop tweaking buttons. Start running a real CRO program.

CRO at Analytico isn't “A/B test this headline.” We design experimentation systems that connect your tracking, research, and product decisions—so every test compounds into durable growth, not random spikes.

  • Clean conversion tracking that you actually trust before you test anything.
  • Research-driven hypotheses instead of “we saw this on a blog” experiments.
  • A repeatable program: backlog, prioritisation, test design, analysis, and rollouts.

Built for teams with traffic, budget, and pressure to grow—who are done with anecdotal “what worked for someone else” changes.

Before vs After · Experiment Discipline

Before

  • Random tests with unclear hypotheses.
  • No shared backlog or prioritisation.
  • “Winner” is declared, nobody checks impact later.

After

  • Research-backed hypotheses and clear success metrics.
  • Program-level roadmap with owned experiment backlog.
  • Tests shipped, analysed, documented and rolled out (or killed) cleanly.

Signal-led

Experiments follow the data: funnels, segments, research.

Disciplined

Pre-defined hypotheses, guardrails and decision frameworks.

Compounding

Every test adds to a knowledge base, not just a single result.

The real CRO problem

It's not “we don't test enough.” It's “we don't have a conversion system.”

You don't fix this with more tools or one heroic redesign. You fix it with a disciplined optimization practice that everyone buys into—from performance marketing to product and design.

You have traffic—but conversion is stuck.

Paid, organic, email and product are all driving visitors, but signup, lead or purchase rates haven’t moved in months.

CRO has been random experiments, not a system.

You’ve run tests, but there’s no program: no backlog, no cadence, no knowledge base. Wins are accidental and rarely repeatable.

Nobody trusts the conversion data.

Forms, checkout and product events aren’t consistently tracked. Each team has their own ‘conversion’ number.

Design, marketing and product aren’t aligned.

Design wants craftsmanship, marketing wants tests live yesterday, product cares about long-term behaviour—and CRO sits in the crossfire.

CRO Program Model

A conversion program, not one-off experiments.

We plug into your existing team and tools to build a sustainable program: discovery, backlog, experiments and rollouts on a clear cadence. No “test of the month” energy.

01 · Discover

Quant + qual to find the real leak.

We combine funnel data, segment analysis, session replays, form analytics and customer feedback to identify where and why users drop.

  • Existing analytics + tracking review (Track pillar foundations).
  • Funnel and cohort analysis to find the most expensive drop-offs.
  • Session replay / heatmap review and UX heuristics.
  • Voice-of-customer: surveys, chat logs, sales notes and support tickets.

02 · Hypothesize & Prioritize

A backlog that reflects reality, not opinions.

We turn raw findings into hypotheses and a ranked backlog, using a scoring model that respects impact, confidence and effort.

  • Structured hypotheses with problem, insight and proposed solution.
  • Prioritisation framework (e.g. ICE, PXL or custom) aligned to your context.
  • Separation of small UX fixes versus full experiments.
  • Clear owners and expected timelines for each idea.

03 · Design & Build

Experiments and UX changes that actually ship.

We work with your designers and devs—or bring ours—to turn hypotheses into testable variants and production-quality experiences.

  • Wireframes and copy for variants, grounded in research.
  • Experiment configuration in chosen tools (GA4, Optimize alternatives, VWO, Optimizely, homegrown).
  • Guardrails and exclusions (traffic, geos, devices, segments).
  • Staging + QA flows so tests don’t break tracking or UX.

04 · Run, Analyse & Roll Out

Decisions backed by stats and business context.

We monitor tests, call results responsibly, and translate findings into clear business decisions—rollout, iterate, or kill.

  • Monitoring for sample ratios, data issues and weirdness.
  • Practical statistics: no p-hacking, no fake certainty.
  • Impact analysis on revenue, lead quality and downstream metrics.
  • Documented learnings feeding the next round of ideas.

CRO Services

Everything you need to move the conversion needle, consistently.

We can own the full CRO program, work alongside your internal team, or come in for a focused engagement on a critical funnel. Either way, the work is structured, measured and documented.

Landing page & funnel optimization

Turn traffic into pipeline and revenue—not curiosity.

  • Landing page teardown and rebuild strategy tied to core offers.
  • Form, checkout and onboarding UX tuned for clarity and momentum.
  • Segment-specific experiences for key audiences and intents.
  • Always-on backlog of tests for top revenue-driving pages.

Research & insight engine

See what users actually do and say—not what we assume.

  • Session replay and heatmap review stitched with analytics funnels.
  • On-page and post-conversion surveys to capture objections and jobs-to-be-done.
  • Analysis of chat logs, support tickets and sales calls for friction language.
  • Synthesis into themes that power hypotheses and messaging.

Experimentation design & tooling

Work within your tools, or help you evolve them.

  • Evaluation of current experimentation toolset and limits.
  • Design of A/B, A/B/n and multivariate tests appropriate to your scale.
  • Measurement plans and custom metrics for non-trivial outcomes.
  • Light experimentation frameworks using GA4 + GTM when tooling is minimal.

CRO + paid media performance

Make paid traffic work harder instead of just spending more.

  • Align ad promise and landing page reality to reduce bounce and confusion.
  • Segment and route traffic intentionally (e.g. high-intent vs research-mode).
  • Build structure for offer and angle testing across campaigns.
  • Tie experiment results back to channel-level CPAs and ROAS.

CRO for product flows

Not just marketing pages—signup, onboarding, expansion.

  • Optimize self-serve signup and activation paths.
  • In-product nudges, checklists and empty states driven by behaviour.
  • Upgrade, cross-sell and renewal flows tuned for clarity and timing.
  • Experiment frameworks where engineering owns implementation, we own design + measurement.

Program governance & enablement

Make CRO part of the operating rhythm, not a side project.

  • Shared experiment backlog with clear owners and cadences.
  • Templates for hypotheses, test plans and debriefs.
  • Internal rituals: CRO stand-ups, review sessions and roadmapping.
  • Training for your team to keep the program running long-term.

How CRO lands across the org

One program, three sets of wins.

CRO only sticks when performance, product and leadership all see their incentives in it. We design the program so that happens by default.

Bring your teams into one conversation—we’ll frame CRO in their language, not ours.

For performance & growth teams

Turn ROAS and CPA into a lever, not a report.

  • Use CRO to make existing traffic more profitable before increasing spend.
  • Test offers, angles and positioning, not just UX tweaks.
  • Tie wins back to channel performance so budgets follow reality.
  • Get a clear story to take to leadership when asking for more budget.

For product & UX

Design that performs on real user behaviour.

  • Experiment with flows, messaging and IA using clean data and research.
  • Understand which elements actually move activation or expansion.
  • Protect experience quality with guardrails on what gets tested.
  • Build a backlog that feeds both UX craft and measurable outcomes.

For leadership & finance

Compounding lifts that show up in revenue, not just dashboards.

  • See conversion improvements tied to pipeline, MRR and profit.
  • Know which levers—pricing, packaging, UX, messaging—are really working.
  • Reduce dependence on just driving more traffic to hit targets.
  • Turn CRO from a black box into a disciplined, reportable program.

Selected CRO engagements

When optimization becomes part of how you operate.

Names can be anonymized, but the pattern is the same: traffic and budget are there, but the system to convert them isn't. CRO turns that from a problem into a compounding advantage.

E-commerce · High-spend DTC brand

Problem: Paid social and search spend were high, but checkout conversion rates were flat year over year. Every channel team had their own explanation.

What we did: Ran a CRO diagnostic, rebuilt key landing pages, simplified checkout, and implemented a disciplined experiment backlog focused on high-intent segments.

Impact: +18–25% lift in checkout completion on core funnels, improved ROAS at existing spend, and a backlog of validated learnings for future campaigns.

SaaS · PLG product

Problem: Great top-of-funnel signups, weak activation and low upgrade rates. CRO efforts had focused only on the marketing site.

What we did: Shifted focus into product flows, mapping friction in onboarding and upgrade paths, and running targeted experiments on empty states, in-app messaging and paywalls.

Impact: Meaningful lift in activation and trial-to-paid conversions, with improved understanding of which behaviours actually predict retention.

Healthcare · Lead generation

Problem: Leads were coming in, but appointment bookings and show rates were unpredictable. Compliance constraints limited what could be said and tested.

What we did: Optimised landing pages and intake flows within regulatory constraints, clarified value props, and tested different pathways to consult booking.

Impact: Higher lead-to-consult conversion, better-qualified leads, and clearer insight into which messages resonated with different audiences.

Track · Analyze · Optimize

CRO is where Track and Analyze finally pay off.

Track gives you trustworthy events. Analyze turns them into insights. Optimize—and specifically CRO—is where you turn those insights into deliberate, measurable change in conversion and revenue.

Track

Events, funnels and conversions captured cleanly and consistently.

Analyze

Insight into where users drop, why they stall, and which segments matter most.

Optimize (CRO)

Disciplined experiments and UX changes that lift conversion and profitability over time.

Next step

Let’s run a CRO diagnostic on your key funnels.

In 45–60 minutes, we’ll look at your current numbers, funnels and pages, and outline what a serious CRO program could look like for your business—and where we’d start in the first 30 days.

  • Senior-led analytics & implementation support.
  • Focused on decision-ready, trustworthy data.

e.g. GA4 + GTM + Shopify + Meta + HubSpot

e.g. broken conversion tracking, conflicting numbers, unclear attribution…

Prefer email? Reach us at hello@analyticodigital.com.

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