18 years of SEO experience
    E-commerce / AI Search

    4-Month Revenue Uplift Through AI Search Visibility for a Golf Apparel Brand

    Revenue Uplift
    +47%
    AI Citation Rate
    8× Increase
    Timeline
    4 Mo.
    Strategy
    GEO + SEO

    Executive Summary

    A UK golf apparel brand was receiving strong direct traffic and decent paid search returns but had almost no presence in organic search or AI-generated product recommendations — missing a significant and growing share of the golf clothing research journey.

    Golf is a high-consideration purchase category. Buyers research extensively before committing — reading reviews, comparing brands, looking for specific product attributes (waterproofing, UV protection, fit) and increasingly asking AI assistants like ChatGPT and Perplexity for recommendations. Our client was invisible in this research layer, ceding mindshare to competitors who had invested in content and were being cited consistently by AI systems.

    We ran a 4-month Generative Engine Optimisation (GEO) sprint alongside technical SEO improvements. The work centred on identifying the specific query patterns and product recommendation contexts in which AI systems were citing competitors, then creating structured, evidence-based content designed to win those citations. We also addressed the technical foundations — schema implementation, crawl efficiency, and category architecture — to improve Google organic performance in parallel.

    The result was a 47% uplift in organic-attributed revenue within 4 months, alongside an 8× increase in AI citation rate across the core product categories.

    The Challenge

    • 01 No presence in AI-generated golf apparel recommendations despite strong brand reputation.
    • 02 Competitor brands consistently cited in ChatGPT, Perplexity, and Google AI Overviews.
    • 03 Category and product pages structured for transactions rather than information retrieval.
    • 04 No structured data for product attributes limiting rich result eligibility.
    • 05 Short seasonal window making speed of execution critical.

    The Solution

    • GEO audit mapping all competitor citations in major AI systems across golf apparel query patterns.
    • Evidence-first content creation targeting the specific query contexts where competitors were being cited.
    • Product and collection pages restructured with attribute-rich content for AI extractability.
    • Full schema implementation: Product, Review, FAQPage, and BreadcrumbList across the catalogue.
    • Technical crawl audit and category architecture improvements to accelerate Google indexation.
    • 4-month sprint with weekly velocity reviews to maximise impact within the season.

    The Results

    Organic revenue & AI citation growth
    4-month GEO sprint · indexed to pre-engagement baseline
    Organic revenue — index, baseline 100AI citation rate — × baseline
    801001201401600×2×4×6×8×M0M1M2M3M4M0 — GEO SPRINT BEGINSM1 — FIRST AI CITATIONS WONREVENUE LAGS ~1 MONTH+47% ORGANIC REVENUEORGANIC-ATTRIBUTED8× AI CITATION RATEACROSS CORE CATEGORIES
    Fig_01 · Organic revenue & AI citation rate — 4-month sprint

    // Curve shapes modelled — citations respond first, revenue follows with a lag. Endpoints anchored to stated figures (+47% · 8×).