Case studies

Case studies

Client work and own research, each written as problem, diagnosis, implementation, measurement and result. Clients are not named. Every figure carries the source it came from.

Lead case

LegalUnited KingdomSearch and AI visibility

A UK legal practice

A brochure site on a website builder, rebuilt into fifteen structured pages across three languages, then measured for eight months with search data and server logs kept separate.

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+157% Google impressions, January against August 2026
66% Share of automated requests coming from AI systems in August, up from 37% in July

Client projects

MedicalYMYLMultilingual

A multilingual medical website

Technical and content optimisation in a category where trust signals decide whether a page is used as a source.

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E-commerceProduct contentArchitecture

A personal care e-commerce site

Category, product and FAQ architecture, with product facts written as text rather than left in the design.

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In preparation

LegalInternational

A second legal property

The same firm's international site, treated as a separate engagement with its own measurement period. Published when the reporting window closes.

Own projects and research

Not client work. This is where the methods are built and tested before they reach a client site.

Own project

SEOGEOMultilingual content

Pensne.lt

A multilingual asset used to test semantic structure, entity signals and AI visibility under controlled conditions.

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Own methodology

AI visibilityMeasurementTooling

Pensne Digital

Bot access, structured data, technical health, on-page foundations, and how citation checks are run.

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Your site, same treatment

Send a domain and I will check what AI systems can reach, read and retrieve.

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The Articles

Why AI Answers Skip Real Experts

Generative engines do not rank expertise. They retrieve passages that are clearly attributed, structurally clean, and confirmed on more than one domain. A specialist with fifteen years of real practice can be invisible to those systems, while a competitor with half the experience and twice the structure gets cited by name.

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