NutshellBytes
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Growth, Analytics & Optimization

Know what is working, then do more of it.

Overview

Most teams are not short of data, they are short of data they believe. We instrument the product properly, build reporting that answers the questions you actually ask, and run a testing cadence against it. The output is not a dashboard nobody opens; it is a shortlist of changes worth making, ranked by what the numbers support.

Measurement system
01

Event architecture

Consistent events, properties, consent, ownership, and data validation.

02

Funnel intelligence

Identify meaningful drop-off and connect behavior to business outcomes.

03

Experimentation

Prioritized hypotheses, responsible tests, QA, and impact measurement.

04

Learning cadence

Turn results into documented insight and the next highest-value improvement.

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What's included
01

Measurement frameworks

Events and funnels defined around real decisions, so the data answers questions rather than accumulating.

02

Conversion rate optimisation

Friction found through evidence and removed in priority order, with the change measured rather than assumed.

03

Experimentation infrastructure

The tooling to run tests properly and read them honestly, including knowing when a result is not significant.

04

Reporting your team will use

Reporting built around the decisions people make weekly, not a dashboard that is opened once and then ignored.

When this service fits

Built for a clear business moment.

The strongest engagements start with a real decision, constraint, or opportunity—not a predetermined list of features. These are the situations where this work creates the most value.

01

Traffic that is not converting

Find where qualified users hesitate or leave and improve the journeys with the highest leverage.

02

Teams that do not trust their data

Repair inconsistent tracking and establish shared definitions before making growth decisions.

03

Products ready for systematic growth

Replace one-off ideas with a prioritized, measurable experimentation and optimization cadence.

How we work

Senior people, visible progress, no handoff maze.

01

Measure

Align on outcomes, audit current data, and establish trustworthy instrumentation.

02

Diagnose

Combine quantitative behavior with qualitative evidence to find meaningful friction.

03

Improve

Design and implement focused changes or controlled experiments.

04

Learn

Interpret results, document insight, and prioritize the next highest-value opportunity.

Outcomes

What the work should change.

Deliverables are useful, but they are not the goal. We keep the engagement focused on improvements your customers and team can actually feel.

Decisions backed by evidence

Teams share reliable metrics and can see why an opportunity deserves attention.

Better-performing journeys

Friction is addressed through shipped design, content, engineering, and performance changes.

A repeatable growth practice

Learning compounds through documented hypotheses, results, and a prioritized next queue.

Common questions

Useful details before we talk.

Which analytics tools do you work with?

We commonly work with GA4, PostHog, Mixpanel, Amplitude, product databases, warehouses, and visualization tools. The choice depends on your questions, team, privacy requirements, and scale.

Can you implement the improvements you recommend?

Yes. Our design and engineering capability means we can move from analysis to production changes without leaving your team with a list of unimplemented ideas.

How quickly should we expect results?

Tracking repairs and obvious friction can produce early wins, while trustworthy experiments need enough traffic and time. We set expectations from your baseline rather than promise artificial timelines.

Have a project in mind?

Tell us what you're building. We'll reply within 24 hours.

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