AuditLabs SEO Log File Analyzer vs Crawler Log Analyser
AuditLabs SEO Log File Analyzer
auditlabs.coCrawler Log Analyser
github.comSide by side
| Figure | AuditLabs SEO Log File Analyzer | Crawler Log Analyser |
|---|---|---|
| Price from | $7.99/mo | — |
| Free plan | — | — |
| Free trial | — | — |
| Open source | — | — |
| Web | Yes | — |
| Linux | — | Yes |
| Self-hosted | — | Yes |
| Plans published | 2 | 0 |
| Spec score · SEO Log File Analysis Tools | 7.7 (#8) | 7.7 (#9) |
| Intended users | The Supporter plan is described as being for SEOs running tools regularly across multiple sites. | The maker positions it for operators of self-hosted static sites who need to inspect real crawler behavior in nginx access logs. |
| Maker | AuditLabs says its tools are built by SEO practitioner Antonio Maculus, who is Director of AI Content Strategy at Better Collective. | SpeyTech identifies Spey Systems Ltd as the company behind its repositories and describes it as a Scottish software and systems engineering company based in Inverness. |
| Purpose | Analyzes web server access logs to identify AI bot traffic and LLM referrals. | The project describes itself as operational SEO observability for self-hosted static sites running nginx. |
| Support | The free plan includes community support; Supporter includes email support and priority processing. | The README welcomes pull requests and says project review may be slow because it is maintained as time permits. |
Plans
AuditLabs SEO Log File Analyzer
- Supporter$7.99 a month
- FreePrice not published
In their own words
AuditLabs SEO Log File Analyzer
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.
Crawler Log Analyser
Crawler Log Analyser has no write-up on Specifiction yet; its figures are above.