Weekly AI Crawler Visibility Report (n8n) w/ Cloudflare, Claude

Track AI Crawler Visibility in Your Cloudflare Zone—Weekly, Automated, and Summarized by Claude

This n8n workflow generates a weekly AI crawler visibility report for your Cloudflare zone. It pulls matching requests from Cloudflare GraphQL Analytics, aggregates traffic per tracked bot, and uses Anthropic Claude to produce a clear plain-language summary—then delivers it via SMTP email and/or Telegram.

What this workflow does

• Runs on a weekly schedule at your configured hour.
• Loads configuration (Cloudflare Zone ID, lookback window, AI crawler bot list, report language, and notification toggles).
• Builds a Cloudflare GraphQL query that matches selected AI crawler user-agents.
• Calls the Cloudflare GraphQL Analytics API to retrieve request groups for the zone in the lookback period.
• Aggregates exact request totals per tracked bot using the returned user-agent strings.
• Sends totals to Anthropic Claude to generate a short, plain-language report for your configured site and language.
• Formats and delivers the report through SMTP email and/or Telegram, based on enabled options.

Use cases

• Monitor which AI crawlers are reaching your site and how request volume changes week over week.
• Give SaaS teams a consistent, automated SEO/traffic transparency snapshot without manual analytics work.
• Detect spikes from specific AI crawler user-agents and route weekly updates to stakeholders.

Technical details

• Cloudflare GraphQL Analytics via an HTTP Request with Authorization: Bearer <token> (requires Zone → Analytics → Read).
• Anthropic Claude node for report summarization in your chosen language.
• Notification outputs: Telegram and Email Send (SMTP).
• n8n nodes/logic: if, set, code, telegram, email send, sticky note.

Configure once, then let your weekly AI crawler visibility reporting run automatically.