Use the figures on this page as directional evidence rather than hard targets. The source distinguishes several evidence types but does not provide a complete source register or enough detail to reproduce every calculation.
The source groups its inputs into separate categories:
- Published third-party research - material attributed to Semrush, Ahrefs, Sistrix, and apparel or ecommerce trade publications when methodology is said to be available. Because no exact supporting URLs appear in this JSON, those attributions still require reconciliation before being treated as independently verified.
- Industry-wide estimates - ranges described as recurring across multiple sources. Without the underlying references, use them as estimates rather than settled facts.
- Observed campaign ranges - patterns attributed to clothing and apparel ecommerce engagements. These observations can provide context but do not establish representative industry performance.
Interpretation: compare each benchmark with a relevant cohort defined by niche, price point, catalog size, domain age, geography, and competitive environment. Do not convert an observed association into causality or a contractual target.
The source says older data is labeled by publication year and notes material predating 2025. That is a useful freshness cue, but readers should still inspect the original study date and methodology whenever an exact supporting source is available.