Measure visibility
We continuously measure how often your offer is mentioned for purchase-relevant prompts compared with competitors. We make clear which platforms perform well and where potential remains.
AI visibility
Is your business being placed correctly in AI answers?
We observe relevant questions, answers and sources across several systems. The result is a grounded view of presence, context and next actions rather than an opaque impression.
Review the interpretation
We review whether systems connect your services, location and characteristics correctly and flag information gaps that contribute to unclear or incorrect interpretations.
Secure the answer path
Every AI answer is built on sources. We decode which forums, specialist publications and technical documents the systems draw on in the background, so we can strengthen those paths deliberately.
Data-based prioritisation
We turn the collected AI signals into a precise roadmap for your website. No more guesswork: you know exactly which page needs the next technical or content adjustment to increase your digital visibility.
Illustrative visibility index
Visibility only becomes measurable through your share of model
Illustrative interface – no real client data or guaranteed rankings.
Scientific reference: GEO: Generative Engine Optimization (KDD 2024)
The PATERNOGA cycle
Continuous assurance instead of isolated snapshots
AI systems change their data basis and weighting over time. To assess changes in your share of model regularly and improve the underlying signals deliberately, we work in an ongoing support and optimisation cycle. We take on the technical complexity and make the next actions understandable.
Continuous measurement
We continuously measure your brand in purchase-relevant prompt scenarios across the platforms relevant to your market segment. This makes shifts in presence and interpretation visible early.
Validation and data integrity
We review emerging citation gaps and content misinterpretations in detail. We trace the sources AI systems draw on and prioritise the gaps that matter.
Targeted adjustments
We adjust content, sources and technical foundations on your website. This makes important claims easier to access and strengthens the basis for future mentions.
Reporting and roadmap
You receive an understandable report on the development of your share of model and a clear order for the next actions across pages, sources and technical foundations.
FAQ
Questions about AI visibility
How does ongoing AI visibility monitoring differ from one-time prompt research?
Prompt research covers the language layer: which questions does your audience ask AI systems? AI visibility is the ongoing control layer. Because weighting, data bases and answer logic change, we regularly observe your share of model, make shifts visible and derive the next actions.
Which AI systems and models do you monitor during ongoing support?
We select systems according to your audience, market and questions. Depending on the project, this can include ChatGPT Search, Claude, Perplexity and Google AI Overviews. Since every system retrieves and weights information differently, we compare answers through a consistent question set that is relevant to your business.
Can ongoing optimisation guarantee rankings or recommendations?
No. A fixed placement or recommendation cannot be responsibly guaranteed for generative systems because their answers are stochastic and context-dependent. We create clearer foundations for evidenced mentions, close information gaps, review incorrect connections and improve your website’s technical accessibility, for example through structured data.
Does ongoing support require a constant stream of new website content?
Not necessarily. We first strengthen the existing substance of your core pages technically and structurally, for example with clear answer-first logic or appropriate schema markup. New content is only created where monitoring shows a relevant citation gap and a dedicated page would genuinely help.
What is agreed for monitoring?
Together we define the offers, target market, relevant answer systems and a stable set of decision questions. You receive repeatable observations, an interpretation of change and prioritised next actions. PATERNOGA maintains the measurement and analysis process; you confirm subject-matter statements and implementation decisions.
Contact
Build your visibility deliberately
SEO & GEO that turn relevant questions into qualified enquiries.