Transparency about methodology isn't a formality — it determines whether benchmarks are actually useful to your business. This page draws on four source types, each with different confidence levels:
- Published industry research: Reports from search analytics platforms, e-commerce research bodies, and consumer behavior studies. These carry the highest confidence but are often 12–24 months behind current search reality.
- Platform-reported data: Figures published by Google, Bing, and major SEO toolsets. Directionally reliable but not independently verifiable.
- Observed campaign patterns: Ranges and behavioral observations from campaigns we've managed for Fashion Brand and artisan clients. These reflect real performance but should not be extrapolated as universal benchmarks. No client counts are cited; ranges are presented honestly.
- Practitioner consensus: Where hard data is thin, we note where experienced SEO practitioners broadly agree — and where they don't.
Important disclaimer: Benchmarks on this page vary significantly by market, brand size, product category, and geographic focus. A Fashion Brand furniture maker in a regional UK city competes in a very different search environment from a made-to-order jeweler targeting US national keywords. Apply these figures directionally, not as precise targets.
Where we cannot source a precise figure, we use qualified language: "industry benchmarks suggest," "in our experience," or "many brands report." If you see a precise percentage on this page, it comes from a named, verifiable source. If you see a range or a qualified statement, treat it as an informed estimate.
Data freshness: this page was last reviewed in 2026. Search behavior in artisan categories has shifted meaningfully over the past three years, particularly around AI-assisted search and long-tail query expansion. We note where trends are actively in flux.
