Growth & acquisition

Explain changes in organic and AI-referred performance.

Traffic reports show movement but not a useful explanation or next action.

TriggerWeekly review or a material search/referral performance change.

An investigation briefIllustrative example

Mobile product visits fell

Evidence status
Supported in comparable search and site data
Next action
Inspect affected landing pages

AI referrals appear lower

Evidence status
Channel classification changed
Next action
Repair comparison before concluding

Conversion declined in one market

Evidence status
Order and site data agree
Next action
Ecommerce investigates checkout

What you getEvidence-linked diagnosis distinguishing demand, conversion and measurement issues.

Discuss this use case How it works

Led by operators with 15+ years building commerce products, teams and systems. About us

Today

Traffic and revenue reports move, but agency changes, tracking changes and customer behavior are discussed in separate conversations.

With this in place

The growth team receives an evidence-linked diagnosis with supported explanations, unresolved questions and the next action for each.

Who does what, step by step.

Your team

Your team agrees the comparisons, decides which actions to take and owns the follow-up check.

AI

AI compares demand, traffic and conversion evidence and drafts the explanations the data can support.

Automation

Scheduled checks flag tracking, consent and channel-classification changes before anyone interprets the numbers.

  1. Step 1: Your team

    Agree comparisons

    Define periods, markets, pages and commercial measures that can be compared meaningfully.

  2. Step 2: Automation

    Check measurement

    Look for consent, tracking, channel-classification and site changes before interpreting movement.

  3. Step 3: AI

    Investigate explanations

    Compare demand, traffic and conversion evidence; identify which explanations the data can support.

  4. Step 4: Your team

    Assign and revisit

    Produce a short diagnosis with actions, owners and a follow-up check on the changes made.

Guardrails

  • Retain unknown referrals and missing measurement as separate findings.
  • Do not reconstruct unavailable keyword-level conversions as factual attribution.
  • Distinguish observed relationships from demonstrated causal impact.

What a first project includes.

A bounded first build around your systems and team. We agree the scope, fee and baseline before we start.

Sample scopeSearch performance diagnosis

We build

  • Comparable search and referral views with documented definitions
  • A sourced investigation brief and prioritized next actions
  • A repeatable review connected to the existing analytics stack

We start from

  • Search Console and available search-platform data
  • Site analytics, referrals and comparable order outcomes
  • Landing-page, campaign, consent and site-change history

From your team

Owner
  • Head of Growth
  • Ecommerce Director
Involves
  • Growth
  • Analytics
  • Ecommerce
  • Search agency
  • Engineering

Access to these systems and real examples to test against.

Adapts to

  • Direct-to-consumer commerce
  • International commerce
  • Multiple storefronts

We’d measure

  • Time from performance change to supported diagnosis
  • Completed diagnostic and corrective actions
  • Qualified traffic and commercial outcomes with measurement limits stated

Baselines agreed before we build.

Questions teams ask.

Do we need to replace our current tools?

Usually not. We start with the systems you already use and build only what’s missing.

Typical connections: Google Merchant Center, analytics, ad platforms, search tools and your product data.

Who owns it once it’s running?

Your team does. You own the agreed deliverables under the engagement terms, with documentation and training for the people who run it. Ownership usually sits with your head of growth or ecommerce director.

Ongoing support is optional and agreed separately.

How do we get started?

If the problem and scope are already clear, we can scope this build directly. If you’re weighing it against other priorities, start with Discovery & Action Plan.

Its fee is credited in full if we build the recommended work.

How discovery works

Often paired with.

Part of AI shopping & agentic commerce

All use cases

Know why your traffic moved. Start with the change you can’t explain yet.

Prefer to start with discovery?

We reply within one business day.