- Headline result: Named or cited in 31% of 220 tracked AI answers, up from 3%
- Industry
- Home and kitchen ecommerce
- Market
- USA, UK, Canada and Australia (English-language stores)
- Duration
- 5 months
- Type of client
- Ecommerce brands
- Services used
- AI search optimization (GEO/AEO), technical SEO, product and buying-guide content, digital PR
- Evidence type
- Illustrative composite
What changed in five months
Named or cited in 31% of 220 tracked AI answers, up from 3%
Sessions referred by ChatGPT, Perplexity and Copilot grew about twenty-fold
Non-branded organic sessions up 44% across the four markets
Orders that included a buying-guide visit up 27%
Challenge context
The brand ranked well for its own name but was invisible when shoppers asked an AI assistant which cookware or kitchen tools to buy. Competitors with thinner products but clearer content were being recommended instead.
Starting point
- Buying guides written as long stories with no direct answers near the top
- Product pages missing specifications AI tools quote: materials, sizes, care and warranty
- Almost no mentions on review sites, forums or independent roundups
- No way to see which AI answers named the brand, or how often
Implementation phases
- Phase 1AI visibility baseline: 220 buyer questions tracked across four assistants and four markets (Weeks 1-2)
- Phase 2Product data and schema clean-up so every key fact is on the page and in structured data (Weeks 2-6)
- Phase 3Buying guides rewritten answer-first, with comparison tables and tested claims (Weeks 4-14)
- Phase 4Digital PR and reviewer outreach to earn independent mentions (Weeks 8-22)
Use the framework, not just the headline number.
- AI tools quote passages, not pages: put a clear answer in the first two sentences of each section.
- Specifications in plain text beat specifications hidden in images or tabs.
- Third-party mentions decide whether an assistant trusts you enough to name you.
How this applies worldwide
The method works in any market: track the questions shoppers ask, rewrite your guides answer-first, and earn mentions on sites shoppers there already trust.
Context and limitations
Illustrative composite built from common Axzora Solutions engagements across our markets (USA, UK, Canada and Australia (English-language stores)). Figures are representative of this type of project; results vary with budget, competition, seasonality and how quickly recommendations are implemented.
Case study FAQs
Which AI assistants were tracked?
ChatGPT, Perplexity, Microsoft Copilot and Google AI Overviews, with the same question set asked from each of the four markets every month.
Did normal Google rankings change too?
Yes. The same answer-first rewrite lifted non-branded organic traffic, because clear, well-structured pages help classic search as much as AI search.
Would this approach work worldwide?
Yes. The method is the same everywhere: track the questions buyers ask, make your pages the clearest answer, and earn mentions on sites that AI tools already trust. We adapt the question set, language and publications to each market.
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