Recognised
Asked about you by name, the AI system recognises your organisation.
Our Approach
AI Discovery for financial services organisations.
JOAN helps leadership teams understand where they stand, improve their position and monitor progress as AI becomes a gateway between awareness and consideration.
Commercial Logic
Eligibility precedes preference.
If your organisation is not eligible to be considered by AI systems, it cannot become the customer's preference. Strong search visibility and a well-built website do not guarantee inclusion in AI-generated recommendations.
The first task is to understand whether you are recognised, represented and included in the decision journeys that increasingly begin before the website.
Understand the Visibility GapDiscovery Standard
A maturity model for AI Discovery performance.
The Discovery Standard measures how well your organisation is recognised, represented and included in AI-generated customer decision journeys. It shows where the eligibility chain breaks and what it takes to progress.
Represented
When the AI system knows you, it describes your organisation accurately, currently and coherently.
Included
For an unbranded customer need, your organisation is named in the set of options the AI system surfaces.
Chosen
Customers reach your site and convert. This is reported as an outcome layer, not as a scored rung.
Our Approach
Three connected services, one commercial question.
Are you recognised, represented and included when AI systems shape the customer shortlist, and does that inclusion translate into chosen outcomes?
AI Discovery Playbook
Understand where you stand. The Playbook establishes your current AI Discovery position, competitor exposure and the actions required to improve inclusion.
- Best for
- Leadership teams that need a clear baseline before committing effort or budget.
- Outputs
- Current-state assessment, competitor comparison, Discovery Standard position and prioritised roadmap.
AI Discovery Advancement
Improve your standing. Advancement helps prioritise and strengthen the signals that influence how AI systems understand, evaluate and recommend your organisation.
- Best for
- Organisations that know they are under-represented and need to improve inclusion.
- Outputs
- A focused programme across content clarity, evidence, authority signals and measurement improvement.
AI Discovery Intelligence
Sustain and strengthen your standing. Intelligence provides ongoing measurement, monitoring and reporting as AI-mediated discovery evolves.
- Best for
- Firms that want AI Discovery to become a managed commercial capability.
- Outputs
- Ongoing intelligence on visibility, representation, competitor movement and recommendation risk.
How the services fit
Playbook establishes the position. Advancement improves it. Intelligence keeps it visible.
JOAN does not treat AI Discovery as a campaign. It is a capability that needs evidence, improvement and ongoing measurement.
The services can be used sequentially or independently, depending on whether the immediate need is diagnosis, action or monitoring.
Engagement Character
Board-ready, actionable and built for progress.
Engagements are designed to give leadership teams a clear view of visibility, inclusion and impact: where the organisation is discoverable, how it is represented, whether it appears in AI shortlists and what should change next.
The result is not a generic AI report. It is a practical view of commercial exposure and the decisions required to improve AI Discovery performance.
Discuss your AI Discovery positionMove from experimentation to measurable progress.
Understand where you stand and what to prioritise next.
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