Case Study · Fashion & Accessories
Chillouts Headwear
$0 to 4.5% of total revenue in 45 days — capturing the “Utility & Lifestyle” AI search intent.
Founded in Bavaria, Chillouts specializes in two annual collections of trend-conscious headwear with a strong emphasis on functional utility and sustainability — vegan materials, recycled polyester, and crushable/packable travel designs.
AI sessions in 45 days
of total revenue
vs ads conversion
The Problem
A specialist brand trapped in a generic label.
The 'Generic' Trap: Despite specialized products like the quick-drying, animal-free Tocoa bucket hat or recycled-polyester Monty beanie, LLMs categorized Chillouts simply as a 'general hat brand.'
Missing Use-Case Queries: AI shoppers search via high-intent prompts like 'best vegan beanies for winter' or 'crushable sun hats for backpacking' — Chillouts was entirely missing from these recommendations.
Technical Gap: The Shopify store lacked the semantic depth required for AI agents to read specific material benefits (shape-retaining, recycled content, UPF rating) without human interpretation.
The Insight
Find the gaps. Own the niche.
Instead of fighting massive outdoor brands for the broad keyword ‘winter hat,’ we used Vizby to find the gaps in AI knowledge. AI models desperately look for concrete product specs to answer specific user constraints.
By focusing the AI on Chillouts’ “Crushable/Packable” travel features and “100% Vegan/Recycled” materials, we could dominate those specific, high-converting lifestyle queries.
What We Did
Three phases. 45 days.
Semantic Foundation
AI Readiness & Gap Audit
Ran simulated queries like 'Best crushable travel hats for men.' Baseline showed a 0% Share of Model (SoM).
Product Audit & Meta-Enrichment
Overhauled top sellers (Boston, Tocoa) with semantic terms LLMs parse: 'Vegan,' 'Animal-free,' 'Crushable,' 'SPF 5+,' 'Recycled Polyester.'
Deployed llms.txt Directory
Generated a clean Markdown map of every hat, exact material makeup, and current pricing for AI crawlers like GPTBot.
Contextual Blogging
Occasion-Based Content Engine
Generated lifestyle guides natively within Shopify using the AI Blog Post Generator. Topics like 'Why Vegan, Animal-Free Headwear is the Future of Winter Fashion' and 'The Ultimate Guide to Packing Light: Crushable Hats That Won't Lose Their Shape.'
Internal Linking Strategy
Contextual links to product pages, creating a semantic web teaching AI: Chillouts = Vegan Travel Headwear.
Triangulation & Sentiment
LLM-as-a-Judge Testing
Re-ran visibility tests across Gemini, Perplexity, and Claude to measure 'Primary' vs 'Alternative' recommendation status.
Competitor Intelligence
Tracked heritage brands and fast-fashion competitors to monitor real-time Share of Model shifts.
Referral Tracking
Activated AI Referral Analytics via ShopifyQL to track human visitors from chatgpt.com and perplexity.ai citations.
Outcome
Unknown to specialist — in 45 days.
AI-referred sessions
of total revenue
Conversion rate vs ads
AI recommendation rank
Within 45 days: a +142% increase in AI-referred sessions with Chillouts appearing in top-3 recommendationsfor ‘vegan beanies’ and ‘packable summer hats.’ AI-assisted shoppers contributed 4.5% of total revenue at a 3.1× higher conversion ratethan standard Instagram/Facebook ads — because users asking AI for ‘a stylish, animal-free pork pie hat with an adjustable fit’ have massive purchasing intent. Chillouts transitioned from ‘Unknown’ to recognized by LLMs as a ‘Specialist in sustainable and travel-friendly headwear.’
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