Individual skill

similarweb-analytics

Analyze estimated website traffic, engagement, rankings, channel mix, and geographic distribution through SandBase. Use for domain benchmarking, acquisition-channel analysis, or traffic trend research; do not present third-party estimates as first-party analytics.

marketing/similarweb-analytics/SKILL.md

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# Similarweb Analytics

Turn third-party website traffic estimates into a comparable, decision-focused analysis. Keep the requested domain, time window, device scope, geography, and metric definitions consistent, and distinguish observed estimates from conclusions.

Read [the SandBase API map](references/sandbase-api-map.md) before retrieving data. It defines the supported MCP and REST transports and the runtime discovery contract.

## Define the comparison

Resolve or state:

- canonical root domains and any explicitly included subdomains;
- analysis window using complete calendar periods when possible;
- device scope, geography, and traffic granularity;
- target metrics and comparison domains;