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name: analytics-audit

prettier-ignore

description: Audit local analytics for bot traffic, referrer spam, and data quality. Use when investigating discrepancies between Fathom and local stats. allowed-tools: mcp__mcp-sqlite-tools__*, Read, Grep

Analytics Audit

Comprehensive analytics investigation: bot detection, traffic insights, content performance, and Fathom comparison.

Quick Start

Open data/site-data.db with MCP sqlite tools, then run queries from references.

Investigations

1. Bot Detection - Homepage-heavy traffic, outdated UAs, null UA
2. Traffic Trends - Daily/weekly patterns, growth, peak times
3. Content Performance - Top posts, engagement depth, entry pages
4. Audience - Geography, devices, browsers
5. Referrer Quality - Real traffic sources vs spam
6. Fathom Comparison - Local vs Fathom discrepancies

Quick Checks

• Homepage >95% = bot
• iOS 13.x or below = bot
• Chrome < 100 = bot
• null user_agent = bot

References

• Queries - SQL for all investigations
• Bot Patterns - Known signatures
• Metrics Guide - What to look for