AI visibility baselines
How to test whether assistants mention, cite and accurately describe your business.
Insights
Practical intelligence for the new search journey
Practical guides on how patients, buyers and guests use Google, ChatGPT, Gemini and Perplexity to choose — and how to become the answer.
Built for the decision
Your customer researches before they contact you.
Search is becoming a conversation, but the fundamentals remain demanding: clear information, credible evidence, consistent entities and an experience that helps someone decide. Our research focuses on what operators can change—not trend commentary.
Decision-question research
How patients, buyers and guests move from broad need to specific shortlist.
Evidence architecture
The facts, proof and third-party corroboration that increase confidence.
Conversion systems
How to carry context from answer or advertisement into a qualified conversation.
The connected system
Everything required to turn discovery into revenue.
Observe
Test real questions across platforms, locations and decision stages.
Explain
Separate durable operating principles from temporary platform changes.
Apply
Turn each finding into a specific content, product or workflow decision.
4
major discovery environments: Google, ChatGPT, Gemini and Perplexity
3
specialist sectors covered in our research
One
commercial question behind every analysis
Questions buyers ask
Clear answers before the first call.
Is AI search optimisation different from SEO?
They overlap, but AI answers rely more heavily on entity understanding, source corroboration and extractable evidence. Strong technical and content SEO remains foundational.
How often should visibility be tested?
A stable question set should be checked regularly enough to detect material change, with new questions added as buyer behaviour evolves.
Will you publish generic marketing news?
No. The focus is practical analysis for healthcare, real estate and hospitality decision-makers.
We start with the gaps that affect enquiries, not a generic marketing package.
Check where your next customer finds you.
A first read of your Google and AI-search footprint, delivered on WhatsApp by a person — not an automated report.