Before using any benchmark, separate what the source says it observed from what it attributes to outside tools or platforms. The page names Google Keyword Planner, Ahrefs, Semrush category data, managed SEO campaigns for piercing and body art studios, and consumer behavior data from beauty booking platforms. It does not provide supporting source URLs, raw exports, campaign-level records, sampling rules, or calculation details, so those outside claims cannot be independently verified from this JSON alone.
The source explicitly says keyword estimates are directional. It states that tools can vary by 20-40% depending on query, market, and measurement window, and that local demand can differ sharply between markets, including a stated 10x difference for the same query. Those figures should be read as previously published editorial guidance because the file does not include the evidence needed to reproduce them.
What the material can support: comparing query types, identifying hypotheses about seasonal demand, deciding which service or informational topics deserve local validation, and framing questions for a first-party search audit.
What the material cannot support by itself: an exact forecast of monthly searches, clicks, calls, appointments, walk-ins, or revenue in a particular city. It also cannot establish that any profile field, content change, review pattern, or directory action caused a ranking change.
The source says its benchmarks reflect studios in small-to-large U.S. markets. Market size, nearby competition, service mix, brand history, site condition, and existing local visibility can all affect how useful a comparison is. A studio should therefore treat the page as educational planning context and reconcile unlinked attributions before presenting them as verified third-party findings.