Skip to main content

A clear starting point

Find out what systems can see.

An audit establishes an evidence-based baseline and a prioritized plan. It reports observed signals and limitations rather than claiming access to private model data.

Get Your AI Visibility AuditA structured review of search visibility, AI mentions, entity signals, citations and technical discoverability.

A connected practice

What the work covers

Each engagement starts with the context, constraints and evidence that matter for your team.

01

What we review

Scope is agreed around your brand, audience, markets and priority discovery questions.

  • Search query and AI answer observations
  • Brand mentions, citation context and source quality
  • Entity consistency, content and technical access
02

What you receive

A useful audit turns observations into clear decisions and owners.

  • Documented visibility baseline and methodology
  • Priority issues with evidence and impact context
  • Sequenced recommendations and measurement plan
03

A practical next step

Recommendations can be implemented by your team or scoped into a follow-up engagement.

  • No fabricated scores or scan results
  • Clear explanation of uncertainty
  • A review cadence based on observable signals

Working sequence

A clear path from question to learning.

  1. 01 / Understand

    Map the audience, systems, constraints and evidence.

  2. 02 / Prioritize

    Agree the most useful opportunity and how to evaluate it.

  3. 03 / Implement

    Deliver or coordinate the work with clear owners and review.

  4. 04 / Learn

    Review what changed, document limits and set the next decision.

Evidence

Selected work

Visit the work archive

No case studies are published yet. We only share work after details and outcomes have been reviewed; no client results are invented.

Questions

A few useful answers.

How is this work scoped?

We begin with your goals, current systems and available evidence, then agree a focused scope for AI Visibility Audit.

How do you measure progress?

We agree observable signals and reporting limits before work begins. Outcomes depend on the market, implementation and systems outside any single team's control.

Explore further

Connected capabilities

Next step

Start with the question you need to answer.

Get Your AI Visibility Audit