In development / Design partnersBy York Studio

Answer intelligence

See what AI says.
Keep the evidence.

A measurement platform for brands and agencies that need to know where they appear, why they may appear, what changed, and how confident anyone should be.

Become a design partner

This is a product in development—not a claim that every capability is live.

Research infrastructure first · Commercial platform second

01 / The problem

A score moved. What actually happened?

AI answers can change between comparable observations. Surfaces can disagree. Citations can appear without recommendation, and a recommendation can arrive without a click.

Most dashboards compress those distinctions. York Studio is building a system that keeps them available.

No universal rank.

Every observation belongs to a prompt, surface, market, method, timestamp, and sample.

02 / Product loop

From answer to accountable action.

A connected evidence loop—not a collection of disconnected charts.

01

Observe

Run repeatable, labelled measurements across authorised AI surfaces and preserve the raw answer evidence.

02

Understand

Extract mentions, recommendations, claims, citations, competitors, and changes without hiding the sample.

03

Act

Turn evidence gaps into prioritised actions and controlled experiments with owners, dates, and changed URLs.

04

Evaluate

Compare outcomes with confidence and keep observed movement separate from inferred or attributed impact.

03 / Evidence explorer

The answer remains the source of truth.

An aggregate can always be opened into the prompt, answer, citations, extracted claims, collection method, and analysis version behind it.

Illustrative record / DEMO-02418Interface example
Prompt

Which platforms are best for measuring AI search visibility?

Example extraction—not a collected answer

Example brand was mentioned alongside three competitors. The illustrative record contains two third-party citations and one first-party citation.

MentionObserved
RecommendationQualified
Citations03
Surface labelledRaw evidence retainedExtractor versioned

Design partner programme

Help build the instrument you wish you had.

York Studio is looking for a small number of brands, specialist agencies, and consultants who have already had to defend an AI-visibility claim to a client or leadership team.

A strong fit

  • You manage commercially meaningful prompt sets.
  • You need the evidence behind client reporting.
  • You can share real workflows and review early outputs.
  • You value an inconclusive answer when it is the correct one.
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