Web traffic

Estimates monthly Google organic visits per domain through the traffic program in the hedwigai MCP's read-only shell.

Before you start

This skill uses the hedwigai MCP's bash tool. If they aren't available, tell the user to connect hedwigai — in Claude, from https://claude.ai/directory/hedwigai; in Claude Code, /plugin marketplace add un-seen/hedwigai-skills then /plugin install hedwigai@hedwigai; anywhere else, add https://mcp.hedwigai.com/ as a remote MCP server. Don't estimate traffic from memory.

traffic may be switched off on the account. If the shell says so, ask the user before running programs enable traffic: enabling a metered program means its calls are charged. programs list shows what each program bills. Run a study with no arguments, or <program> --help, before the first call; don't guess flags. Output is JSON: use jq in the same shell, and keep work in /tmp, the only writable place.

Steps

1. Collect every domain the user cares about first. One call takes up to 1,000 domains or URLs and costs far less than one call per domain: traffic estimate stripe.com,adyen.com,checkout.com.
2. The default market is the United States. Add --location_code 2826 for the United Kingdom or 2356 for India.
3. Reply with a table sorted by visits: domain, estimated monthly organic visits, the month, and the source the answer names.

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