AuditLabs SEO Log File Analyzer
auditlabs.co
What it is
AuditLabs SEO Log File Analyzer examines web server access logs to identify AI bot traffic, referrals from language-model services, and crawler behavior. It detects bots including GPTBot, ClaudeBot, and Perplexity, and can identify referrals from ChatGPT and Claude. Crawl analysis covers patterns, session depth, and navigation flows. Upload formats include CSV with headers, JSON, JSON Lines, Apache/nginx combined logs, and Cloudflare logs. Users can preview files and map columns so fields are detected correctly. A detailed report is available to download, but full results require a free account. AuditLabs estimates processing times from 10–30 seconds for files under 100 MB to 3–15 minutes for files above 1 GB. Free accounts allow 20 standard runs and 2 heavy runs per month, with 1.5 GB maximum per upload. Supporter costs $7.99 a month and includes 200 tool runs monthly, uploads up to 3.5 GB, priority processing, and email support. AuditLabs says its tools are built by SEO practitioner Antonio Maculus, Director of AI Content Strategy at Better Collective.
Spec sheet
- Purpose
- Analyzes web server access logs to identify AI bot traffic and LLM referrals.Read 8 Oct 2026 · auditlabs.co
- Intended users
- The Supporter plan is described as being for SEOs running tools regularly across multiple sites.Read 8 Oct 2026 · auditlabs.co
- Support
- The free plan includes community support; Supporter includes email support and priority processing.Read 8 Oct 2026 · auditlabs.co
- Maker
- AuditLabs says its tools are built by SEO practitioner Antonio Maculus, who is Director of AI Content Strategy at Better Collective.Read 8 Oct 2026 · auditlabs.co
- Account usage
- The site says free accounts receive 20 standard runs and 2 heavy runs per month.Read 8 Oct 2026 · auditlabs.co
- Bot detection
- The analyzer identifies AI bot traffic including GPTBot, ClaudeBot, and Perplexity.Read 8 Oct 2026 · auditlabs.co
- Column mapping
- Users can preview uploaded logs and map columns to ensure fields are detected correctly.Read 8 Oct 2026 · auditlabs.co
- Crawl analysis
- It analyzes crawl patterns, session depth, and navigation flows.Read 8 Oct 2026 · auditlabs.co
- Input formats
- Supported formats include CSV with headers, JSON or JSON Lines, Apache/nginx combined logs, and Cloudflare logs.Read 8 Oct 2026 · auditlabs.co
- Processing
- The page estimates 10–30 seconds for files under 100 MB, 1–3 minutes for 100 MB–1 GB, and 3–15 minutes for files above 1 GB.Read 8 Oct 2026 · auditlabs.co
- Referral analysis
- It identifies referrals from services such as ChatGPT and Claude.Read 8 Oct 2026 · auditlabs.co
- Report export
- Users can download a detailed report, and the page says a free account is required to download full results.Read 8 Oct 2026 · auditlabs.co
- Upload limits
- Free uploads are limited to 1.5 GB per file and Supporter uploads to 3.5 GB per file.Read 8 Oct 2026 · auditlabs.co
Plans and prices
Strong points and limits
Strong points
- Detects GPTBot, ClaudeBot, and Perplexity
- Analyzes crawl patterns, session depth, and navigation flows
- Accepts CSV, JSON, Apache/nginx, and Cloudflare logs
- Supporter includes priority processing
Limits
- Full report downloads require a free account
- Free uploads are limited to 1.5 GB per file
- Free accounts allow 20 standard and 2 heavy monthly runs
Who it suits
It suits SEOs who want to inspect AI bot visits, language-model referrals, and crawler activity in server logs. The Supporter plan is described for SEOs running tools regularly across multiple sites.
Verdict
The analyzer focuses on AI-related traffic while also detailing crawl behavior and supporting several common log formats. Compare the free run and upload limits with the $7.99 a month Supporter plan if you need regular, larger analyses.
Where Specifiction places it
- SEO Log File Analysis Tools#8 of 277.7