8 months · Fashion / Apparel
A Polish fashion brand with a slow fashion and capsule wardrobe aesthetic had decent product traffic but zero brand authority. No one searched for the brand by name. Zara and H&M dominated every generic keyword they competed on. The work was about building the brand as a recognized entity in Google's Knowledge Graph, creating a topical authority hub across 14 clusters, and engineering content for GEO — so AI models recommend the brand for occasion-based fashion queries across the Polish market.
| Metric | Before | After |
|---|---|---|
| Brand SERP Control | 30% | 95% |
| Branded Searches/mo | 840 | 2,350 |
| Owned Topic Clusters | 2 | 14 |
| Content Assets | 12 | 67 |
| Organic Revenue | baseline | +65% |
| AI Brand Citations | 0 | active presence |



The brand existed in Google's eyes as a collection of product pages, not a recognized entity. Phase 01 was about giving it an identity: structured proof that Google and AI models could parse, store, and recall. I engineered the brand SERP from zero — controlling what appears when someone Googles the brand name.
The brand owned 2 content topics with any real depth. Competitor analysis revealed 12 underserved topic clusters the brand could own outright — areas where Zara and H&M post surface-level content and abandon it. I built a pillar-and-cluster content architecture covering every dimension of the brand's fashion niche.
Fashion is one of the highest-volume categories for AI-assisted queries: 'co zalozyc na wesele?', 'jakie marki oferuja slow fashion w Polsce?', 'jak zbudowac capsule wardrobe?'. I engineered the brand's content to be the definitive answer to these queries — in both LLM training data and live retrieval contexts.
Brand queries grew from 840 to 2,350 per month. The brand is now a recognized entity in Google's Knowledge Graph with a Knowledge Panel and controlled Brand SERP.
From 2 surface-level topic areas to 14 deep, fully-owned topical clusters. The brand now dominates its fashion niche in search, outranking H&M and Zara on 12 cluster-level keywords.
The brand is now actively recommended by ChatGPT and Perplexity for slow fashion, capsule wardrobe, and occasion-based fashion queries in the Polish market.
Topical authority and brand trust translated directly into revenue: organic became the #1 acquisition channel, surpassing paid ads for the first time in the brand's history.
For years we fought Zara and H&M for the same keywords and lost on budget. This strategy showed us we could win with something big brands can't buy — topical authority and entity identity. Now ChatGPT recommends us as 'the best Polish slow fashion brand'. That's not advertising — that's algorithmic trust.— CMO, Polish fashion brand
Brand entity is not a brand awareness campaign. Google needs structured proof: consistent entity signals, Schema.org Organization markup, sameAs links to authoritative profiles, and Wikipedia-adjacent content. Without these, a brand is just a domain.
Topical authority in fashion is won by depth, not breadth. 14 deeply-covered clusters beat 50 surface-level posts — Google rewards genuine expertise, not volume. Big brands are too broad to own any single topic deeply.
GEO in fashion is dominated by occasion-based queries: 'co zalozyc na wesele', 'stylizacje business casual', 'capsule wardrobe na jesien'. These are the exact queries AI models answer — own them and you own the AI's recommendations.
The fastest E-E-A-T signal in fashion is human expertise: named stylists with author Schema, contributor bios, and expert quotes transform generic product content into authority content overnight.
The engineering capabilities applied in this case study are available as standalone services.
'LLM-as-a-Judge' architecture for automated brand visibility and sentiment scoring across ChatGPT, Gemini and Perplexity.
View case studyFintech / AISmart SPA Fallback architecture combined with Python Serverless and 90% editorial automation via Gemini AI.
View case studyAI / E-CommerceAutonomous agentic system generating 11,000+ SEO landing pages with hybrid Gemini + GPT-4o architecture.
View case studyInitiate protocol. Establish connection. Let's build something loud.