Web Analytics · Dashboards & Reporting

Data Storytelling & Decision Briefs

One question, one brief, and a plain line between what the evidence shows and what it only suggests.

A pile of charts does not help anyone make a decision. We start with a specific question, test the obvious alternative explanations, and write a brief that keeps observed evidence separate from interpretation.

A concise decision brief that states the recommendation and makes the remaining uncertainty visible.

Plan an insight briefAll Analytics Dashboards & Reporting tasks
A Zeo presenter turning a chart wall into a story arc with an arrow thread

Some of the 500+ brands we've worked with

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  • Mini
  • GAP
  • Milliyet
  • Obilet
  • Hepsikredi
  • Grandvision
  • Country Floors

How we run it

We write the recommendation only after testing the alternatives.

The analysis comes first. The narrative has to account for findings that complicate the initial explanation. Editing them out isn't an option. Four steps turn a defined question into a brief that can support a decision.

How we hold ourselves to it

  • Pin down the actual question — We agree on the decision the analysis must inform, keeping the work focused instead of letting it expand into open-ended exploration.
  • Could a segment, a season, or a tracking bug explain this instead? — Before choosing an explanation, we check whether segmentation, seasonality, or a tracking issue could account for the same movement.
  • Observation and interpretation get written down separately — The brief distinguishes what the data shows from how we interpret it, so you can judge each on its own terms.
  • The recommendation ships with a way to check if it worked — The recommendation is specific and reversible, with a follow-up measure that shows whether it worked.

  1. Frame the question

    We define the decision this analysis must support and what a useful answer needs to establish.

    Analysis brief

    AI assist
    Drafts a candidate question from the stakeholder conversation.
    Human gate
    The decision owner confirms this is the real question.
    Owners
    Lead Analyst, Decision Owner
    Illustrated figure holding up a signed agreement page

  2. Do the analysis

    We validate the data, examine relevant segments, and test alternative explanations before drawing a conclusion.

    Analysis workbook

    AI assist
    Runs the segment and seasonality checks against the data.
    Human gate
    An analyst decides which alternative explanations survive.
    Owners
    Lead Analyst
    Illustrated figure examining a search result row through a large magnifier

  3. Write the brief

    We draft a concise document with clearly separated observations, interpretations, and recommendations.

    Decision brief

    AI assist
    Drafts the observation section from the workbook's findings.
    Human gate
    A second analyst checks the interpretation isn't overstated.
    Owners
    Lead Analyst, Reviewing Analyst
    Illustrated figure writing a page at a desk

  4. Walk it through with the decision owner

    We walk the decision owner through the brief, address challenges, and confirm that the recommendation is usable.

    Decision record

    AI assist
    Prepares a summary of likely questions and objections.
    Human gate
    The decision owner confirms the recommendation is usable.
    Owners
    Lead Analyst, Decision Owner
    Illustrated figure presenting a bar chart on an easel

We test the ordinary explanations before committing to a more interesting one.

Automation drafts the candidate question, runs the segment and seasonality checks, writes the observation section from the workbook, and prepares the objections we should expect. Interpretation is not delegated: an analyst decides which alternative explanations survive, and a second one checks the brief does not claim more than the data earns.

What you get

A memo built for action, short enough that nobody has to decode a deck first.

The deliverables keep the conclusion traceable without making you interpret a wall of charts.

  • Memo

    Decision brief

    A short document with the observation, the interpretation, the uncertainty, and a specific recommendation.

    Accepted when

    Observation, interpretation, and uncertainty appear as separate sections, not one blended narrative.

    Cadence: One per decision

  • Working document

    Analysis workbook

    The underlying queries and checks, so anyone can verify the conclusion or pick up the analysis later.

    Accepted when

    Someone else can rerun the queries and land on the figures printed in the brief.

    Cadence: Delivered with the brief

  • Reference document

    Follow-up plan

    What to watch after acting on the recommendation, so you'll know if it actually worked.

    Accepted when

    The plan names what would have to happen for the recommendation to be judged wrong.

    Cadence: Reviewed at the next decision point

We call it done when: a second analyst has reproduced the core result and the brief's wording has been checked against the strength of the evidence.

Fit and readiness

A number moved, but nobody can explain it well enough to act.

This work is useful when the question is narrow, the decision is real, and the underlying data is sound.

A good fit when

  • You have trustworthy data but a specific number moved and nobody can explain it clearly enough to act on.
  • You need a one-off analysis for a real decision, and the brief must separate observation, interpretation, and uncertainty before anyone acts.
  • A recommendation needs to be traceable to evidence someone can point to. A gut feeling that sounded right in a meeting doesn't count.

Better handled as other work when

  • You need a recurring dashboard for an ongoing decision. That is Looker Studio Dashboard Development.
  • Your underlying data quality is the actual problem rather than the interpretation of it. Start with a GA4 audit or reporting validation instead.

If one of these is closer to your situation, start here instead: All Analytics Dashboards & Reporting tasks

We call it done when: the decision owner has confirmed the question we are answering is the one they actually need answered.

People who build your measurement system

Zeo designs measurement systems that connect a business decision to governed collection and reporting you can check. The people shown here work on the part of that system this page covers.

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Tools we use

Tools behind this work

  • Google Analytics

    where each ordinary explanation gets checked as its own segment before a more interesting one is trusted

  • Jupyter

    the notebook a second analyst reruns to reproduce the finding, not just read about it

  • Looker Studio

    the dashboard the brief pulls evidence from, not the deliverable the brief replaces

Next step

Get an answer you can make a decision with

Bring us the question behind the decision. We will investigate it carefully and show you exactly where the evidence is strong, limited, or inconclusive.
Plan an insight brief

Before we start

Questions teams ask before booking

A dashboard answers a recurring question over and over. This is a one-off, deeper analysis for a specific decision that needs a clear answer now, with the reasoning laid out.