Furniture & Home Findability Benchmark

The same 30 real shopper requests on 25–40 US furniture and home stores, in their own search boxes and in AI assistants. Publishing January 2027.

Waitlist openData collection November 2026 to January 2027

What it will show

Aggregate results and the method, in public. The full report is a free PDF for waitlist members. It follows the published test standard, so every rate carries its sample size.

Failure rates by constraint type
Size, price, material, use, capacity: which kinds of request search boxes miss most.
By search engine and platform
How Shopify’s built-in search and third-party engines handle the same 30 requests.
Assistant presence by surface
How often stores appear in ChatGPT, Perplexity, Google AI Mode, AI Overviews and Copilot answers, with run counts.
Anonymized examples
Real requests, screenshots and answers, with stores named only as “Furniture retailer A”.

Get the benchmark when it publishes

One email when the report is out, with the PDF. No newsletter unless you ask for one.

Is your store in it?

No store is named or scored in public. Any store we tested can ask for its own results, free, by emailing hello@ranktalos.com from its domain.

We use your email only to send the benchmark. Privacy policy.