E-Commerce AI Visibility: From Invisible to Cited
GEO optimization strategy that got a home goods brand cited in ChatGPT, Perplexity, and Gemini responses.
Client: Nordic Home Co. (illustrative)
"Our products now show up when people ask AI about home furniture. That's a completely new channel we never had before."
— Illustrative clientSample quote shown for illustration; not attributed to a real named customer.
The Challenge
A representative home-goods client sells Scandinavian-inspired furniture. Their SEO was solid — ranking page 1 for dozens of target keywords. But they were invisible to AI search engines. When users asked ChatGPT “what’s the best minimalist furniture brand?”, the brand wasn’t mentioned.
Our Approach
AI Crawl Audit
First, we identified the gaps:
- No
llms.txtfile robots.txtblocked GPTBot- Product pages lacked structured data
- Content wasn’t structured for citation
GEO Implementation
llms.txt Creation
We created a comprehensive llms.txt file describing:
- Company overview and founding story
- Product categories and specialties
- Design philosophy and materials
- Contact and booking information
robots.txt Updates
Allowed AI crawlers:
User-agent: GPTBot
Allow: /
User-agent: Claude-Web
Allow: /
User-agent: PerplexityBot
Allow: /Content Restructuring
Rewrote product descriptions and category pages to be citation-friendly:
- Clear, factual product specifications
- Comparison tables with measurable attributes
- Expert quotes and design rationale
- Statistical data about materials and sustainability
Schema Enhancement
Added Product, Organization, and FAQPage schema across all key pages.
Results
| Metric | Before | After | Change |
|---|---|---|---|
| AI Citations | 0 | 23/month | — |
| Organic Traffic | 45K/mo | 85K/mo | +89% |
| Brand Mentions in AI | 0 | 23/month | — |
| Conversion Rate | 3.2% | 4.6% | +45% |
In a representative case, the brand was being cited in ChatGPT, Perplexity, and Gemini responses within 90 days of implementation for queries like “best Scandinavian furniture brands” and “sustainable minimalist furniture.”
The AI channel went on to drive 12% of all new customer acquisitions — a channel that literally didn’t exist before GEO optimization.
Related reading:
- Our AI Search Optimization Service — Full GEO implementation
- How to Get Cited in ChatGPT — Step-by-step guide
- llms.txt Explained — The file we set up for this type of client