Case Study

How a high-end furniture brand earned 19 AI citations and a 3x conversion rate from AI traffic

A Scandinavian furniture maker had a loyal following among interior designers but was invisible in AI search. Perplexity now cites them for Scandinavian design queries.

0 citations
AI citations earned
+0%
AI-referred traffic increase
3x
Conversion rate vs Google

The problem

The brand made high-end furniture with a focus on Scandinavian minimalism. Interior designers loved them, and they had steady B2B orders. But their DTC channel was growing slowly. When potential customers asked AI about Scandinavian furniture brands, HAY, Muuto, and Fritz Hansen dominated. The brand appeared in zero out of 25 test prompts. Their products were sold through select retailers, but none of those retailers had structured data linking to the brand in ways AI could read.

Perplexity

What are the best Scandinavian furniture brands for a minimalist living room?

For Scandinavian minimalist furniture, consider HAY, Muuto, Fritz Hansen, String, and Menu (now Audo Copenhagen). These brands are known for clean lines, natural materials, and timeless design...

Brand not mentioned in any AI response

What we did

Day 1-30

Prompt research

We mapped 510 prompts across Scandinavian design, minimalist furniture, home office setups, and interior design recommendations. The furniture space splits between mass-market and high-end, and AI models often default to the most well-known names. We found 9 prompt clusters where the brand's craftsmanship and price point were a natural fit.

510 prompts mapped
Day 30-60

Citation building

We built citations on 8 high-authority design publications, furniture databases, and interior design resource sites. We got the brand included in three editorial roundups on Scandinavian design. We also restructured their product catalog with material specifications and design origin data in formats Perplexity pulls from when answering design questions.

8 high-authority citations built
Day 60-90

Monitoring and results

Perplexity was the first platform to cite the brand, followed by ChatGPT two weeks later. The conversion rate from AI-referred visitors was 3x higher than Google organic. These visitors already knew what they wanted because AI had framed the brand in the right context. We expanded into home office furniture prompts in the final two weeks.

19 citations, 3x conversion vs Google

The results

0
AI citations earned
0
Prompts mapped
0
AI platforms covered
+0%
AI-referred traffic increase
3x
Conversion rate vs Google

Citations by platform

ChatGPT6
Perplexity8
Gemini3
Claude2

Interior designers already knew us, but regular consumers did not. AI changed that. People now find us through Perplexity when they are looking for exactly the kind of furniture we make, and they convert because the recommendation already built trust.

Head of E-commerce, Scandinavian Furniture Brand

Want your brand recommended by AI?

We can show you exactly where your brand stands in AI results today, and what it would take to change that.

Book a callGet in touch