AI Readiness Audit

Six parts: the recommendation in one sentence — rent, build or hold off — and what tipped it; the tipping points with their thresholds, meaning the conditions under which the recommendation flips; the findings on data, conversion paths and use cases, each with what was actually read or measured; a risk chapter on the obligations a build creates; the methodology including what was not examined; and the sources. Plus a 60-minute review meeting.

Implementation, vendor negotiation, export and analysis of customer data, code review of existing systems and legal advice. The risk chapter names the obligations, it does not assess them — the legal appraisal stays with you or your legal advisor. We promise no effect on revenue, conversion or cost.

Read access, no data export: a role in the shop administration without customers and orders, so catalogue, categories and settings only, plus read access to GA4 or Matomo. That way we see no personal data. If there is no usable analytics, the conversion-path part stays an estimate instead of a measurement, and the report says so.

On the effort, not on your company size: number of shops and languages, catalogue size and attribute depth, number of use cases examined (roughly two at the lower end, up to six at the upper end), the state of your analytics and whether AI is already in use. The range CHF 980–7'200 covers roughly 12 to 44 hours. We establish the drivers in the free intro call and name them in the quote.

If an off-the-shelf solution is the right path, the report names the category and the selection criteria, not a specific vendor. We receive no commissions from any vendor and take part in neither vendor selection calls nor negotiation.

Yes. What we examine is your data, your conversion paths and your use cases, not the shop software. Shopware, Magento, WooCommerce or a custom build — all we need is read access to catalogue and analytics.