How does log file analysis work in technical SEO, and what are the best free or freemium tools a college student can use to practice this skill?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How does log file analysis work in technical SEO, and what are the best free or freemium tools a college student can use to practice this skill?
2 real searches · 1 real-search pass
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 1 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
best free freemium SEO log file analyzer tools Screaming Frog Log File Analyser pricing free version 2026 Google ↗
SEO log file analysis tools free student practice sample log files Screaming Frog JetOctopus Oncrawl SEOlyzer Google ↗
- Download Screaming Frog Log File Analyser · screamingfrog.co.uk
- Log File Analyser Pricing · screamingfrog.co.uk
- Log File Analyser General · screamingfrog.co.uk
- OctopusOn Log Analyser · octopuson.com
- Patrick Stox website · patrickstox.com
- SEO Log Auditor website · hiten.eu
- Semrush · semrush.com
- GoAccess · goaccess.io
- Google Search Console · search.google.com
- GitHub · github.com
- Screaming Frog user guide · screamingfrog.co.uk
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
best free freemium SEO log file analyzer tools Screaming Frog Log File Analyser pricing free version 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
SEO log file analysis tools free student practice sample log files Screaming Frog JetOctopus Oncrawl SEOlyzer OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |