Turn raw server/CDN access logs into verified-crawler analytics: parse many log formats, verify Googlebot/Bingbot by IP (not user-agent), enrich with DuckDB, and analyze crawl budget, crawl waste, and crawl traps with SQL.
python log-analysis ci seo access-logs googlebot observability bingbot log-parsing server-logs technical-seo duckdb crawl-budget crawler-verification
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Updated
May 23, 2026 - Python