From Scrunch AI to Zeno Visibility: Authority System Builder for an E-Commerce Brand Manufacturer
From Scrunch AI to Zeno Visibility…
Situation
A mid-sized e-commerce brand manufacturer in the household and kitchen products sector has been operating a highly product-driven online store for the DACH region for years. The assortment included around 3,200 active SKUs, including private-label products and accessory lines with a high degree of interchangeability in the market. The marketing team consisted of 14 people, six of them in content and SEO. The business generated around 280,000 organic sessions per month, but the share of non-brand traffic had been stagnating for 18 months.
The company was already using Scrunch AI to monitor brand presence in generative search systems. The data showed a clear pattern: across 20 prioritized prompt clusters, the brand appeared as a source or recommendation in only 4 cases. Visibility was particularly weak for comparison queries, use cases, and “best for” prompts — exactly the situations where purchase decisions are now prepared. At the same time, product teams, SEO, and the content agency were producing content in separate workflows that was neither consistently connected nor semantically expanded. On average, five to seven weeks passed between briefing and publication.
Challenge
The real problem was not a lack of visibility in classic SEO, but a lack of semantic authority in AI-powered answer systems. Scrunch AI provided monitoring data, but no operational structure to systematically close the gaps. For management, it was becoming increasingly clear that the brand was often being replaced by competitors in LLM responses, even though the shop remained stable in organic rankings for many keywords.
At the same time, economic pressure intensified: CPCs in paid search rose by 18% year over year, while the conversion rate from informational searches remained below 1%. The team therefore needed not just a diagnosis, but a method for turning search intent into a robust authority system. That is exactly where the move to Zeno Visibility became relevant.
Solution Approach
The decision was made in favor of Zeno Visibility because the platform not only measures AI visibility, but also actively supports the development of semantic authority. In the first step, the Research Engine was used to establish a baseline across ChatGPT, Gemini, Perplexity, Claude, and Copilot. A Semantic Authority Score was created for twelve prioritized topic clusters — including product categories, use scenarios, comparison questions, and buying advice. The starting value was 31 out of 100 and made the thematic fragmentation visible.
Based on that, the Authority System Builder was deployed. For three core keywords, complete authority systems were generated, each consisting of more than 100 semantically interconnected content elements: hub pages, comparison pages, FAQs, glossary articles, case studies, product guides, and social snippets. The content was not treated as isolated copy, but as a linked content architecture with clear intent coverage. In addition, Zeno Visibility automatically generated Schema.org JSON-LD, internal linking suggestions, and CMS-ready exports.
The implementation took place in three phases:
The governance approach was crucial here: product data, claims, and pricing logic were approved by subject matter experts before publication. This resulted in no isolated content output, but in a robust semantic structure that was readable both for users and for LLMs.
Results
After six months, a clear before/after effect became visible. The Semantic Authority Score for the three core clusters increased from 31 to 67 points. In the relevant LLMs, the share of brand mentions for the prioritized prompts rose from 9% to 28%. The effect was particularly strong in comparison and recommendation queries, where the brand had previously been barely considered.
The effects were also measurable in classic SEO: organic impressions increased by 42%, non-branded clicks by 29%, and the average position of the prioritized pages improved from 18.4 to 8.7. The time from briefing to publication dropped from an average of 5–7 weeks to 8 business days. At the same time, external content effort decreased by around 35%, since many components could be exported directly from the Authority System Builder and reused in the CMS.
Based on the additional organic revenue and saved production costs, the estimated ROI after six months was 3.1x compared with the platform and implementation costs.
Lessons Learned
Summary
The move from Scrunch AI to Zeno Visibility marked the transition from passive AI monitoring to active authority building. With the Authority System Builder, the brand manufacturer was able to close semantic gaps, systematically connect content, and measurably increase its presence in generative search systems. The result was a solid foundation for GEO instead of isolated SEO one-offs.