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SEO log analysis
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Screaming Frog Log File Analyser: server log analysis

Screaming Frog Log File Analyser is the official Screaming Frog tool for importing server logs, verifying search and AI bots, reading URLs that were actually crawled, spotting errors, measuring crawl frequency, and comparing log data with crawl data.

Screaming Frog Log File Analyser preview

Official site

Screaming Frog

License, download, update, and support details should be checked directly on the publisher's website.

Core use

SEO logs

Bot analysis, crawled URLs, response codes, redirects, response times, bytes, visited sections, and undiscovered pages.

Official access

Publisher

The official website documents limits, updates, supported log formats, and terms of use.

See what bots really visit

A crawl shows what a tool can discover. Logs show what Googlebot, Bingbot, AI bots, and other agents actually requested from the server. That reading is valuable when a team needs to separate a theoretical issue from a problem that consumes crawl budget, slows a section, or leaves important pages untouched.

Import logs

Drag log files into the interface, let the tool recognise them, and work from a readable database instead of raw server lines.

Verify bots

Separate genuine search and AI bots from spoofed user-agents, then focus analysis on reliable visits.

Identify crawled URLs

See which URLs are visited, when, by which bot, how often, and with which response codes.

Read server errors

Isolate 4XX, 5XX, redirects, inconsistent responses, and sections receiving unnecessary bot visits.

Measure breaks

Use time series charts to spot crawl spikes, drops, slowdowns, response code changes, or unusual bot activity.

Compare crawls and logs

Import an SEO Spider crawl, sitemap, or URL list to find orphan pages, known pages not visited, and coverage gaps.

Log File Analyser views to use in an audit

Screaming Frog's public screenshots show a very practical tool: sort events, verify bots, segment user-agent families, then connect logs with known URLs.

Screaming Frog Log File Analyser preview with events, URLs, and charts
Main view: make logs readable

The interface groups events, URLs, response codes, user-agents, charts, and details so a raw file can become SEO insight.

Screaming Frog Log File Analyser preview with AI bot verification
AI bots: check newer visits

Recent versions add AI bot verification, useful for monitoring ChatGPT, Perplexity, ClaudeBot, and other agents without mixing real crawl and spoofing.

Screaming Frog Log File Analyser preview with user-agent groups
User-agents: segment cleanly

Groups make it easier to isolate search bots, AI bots, custom agents, and other families without manually rebuilding every filter.

Screaming Frog Log File Analyser preview with unknown user-agents
Unknown bots: widen the view

Including unknown agents can help spot an emerging bot, aggressive crawler, or server-side activity worth monitoring.

Screaming Frog Log File Analyser preview with time series charts
Time series: see spikes and drops

Charts by events, codes, bytes, or average time make breaks visible when they would disappear inside a long table.

Screaming Frog Log File Analyser preview with imported URL data
Imported data: connect the crawl

Importing a crawl, sitemap, or URL list helps verify whether expected pages are actually seen by bots.

Screaming Frog Log File Analyser preview with URL data matched against logs
Matched URL Data: find gaps

Matching helps identify URLs that appear in logs but not in the crawl, or known URLs that bots do not visit.

Screaming Frog Log File Analyser preview with search bot verification
Bot verification: trust the signal

Before drawing a conclusion, check that the observed bot is legitimate and not a disguised request.

When should you use it first?

Log File Analyser becomes most useful when a decision depends on real bot behaviour. The point is not only to find errors, but to understand what is visited, ignored, wasted, or slowed down.

Migration or redesign

After a migration, logs show whether bots still request old URLs, follow redirects, and discover new sections.

  • Track old paths still requested by bots.
  • Spot redirects that appear too often or behave inconsistently.
  • Compare strategic pages with their last bot visit.
Crawl budget and depth

On larger sites, analysis shows whether bots spend time in the right folders or waste visits in lower-value areas.

  • List the most and least crawled sections.
  • Spot parameters, archives, or weak pages consuming visits.
  • Prioritize fixes that make crawling more useful.
Errors bots actually hit

A crawler can find an error. Logs show whether bots meet it too, how often, and across which periods.

  • Rank 4XX, 5XX, and redirects by event volume.
  • Identify unstable responses on the same URL.
  • Connect error spikes to a date, release, or section.
Orphan or ignored pages

By matching crawls, sitemaps, and logs, you can see known pages that are never visited and URLs found in logs but missing from the crawl.

  • Import URLs from SEO Spider or a sitemap.
  • Compare Not In Log File and Not In URL Data views.
  • Decide whether to strengthen, fix, redirect, or remove a URL.

A log routine in five decisions

Logs can become noisy very quickly. A simple routine keeps the work readable: import, verify, segment, compare, and prioritize.

Import

Gather the right server logs for the right period, with user-agent, date, URL, status, size, and response time when available.

Verify

Check search bots, AI bots, and custom agents so the analysis does not rely on spoofed traffic.

Segment

Break the data down by bot, folder, status, period, size, response time, and URL type to see the areas that matter.

Compare

Import a crawl, sitemap, or URL list, then match known pages with events that were actually observed.

Prioritize

Turn gaps into actions: fix, redirect, noindex, improve structure, or monitor a section.

Screaming Frog Log File Analyser routine

Where it fits with SEO Spider and SEO suites

Log File Analyser does not start from the same place as a visibility suite. It starts from server logs, so from activity actually observed by the server.

Log File Analyser and SEO Spider

SEO Spider simulates a crawl and inspects URLs, tags, directives, JavaScript, sitemaps, and structured data.

Log File Analyser completes the diagnosis by showing what bots actually requested, when, how often, and with which server responses.

Log File Analyser and DinoRANK

DinoRANK connects visibility, content, cannibalization, and more editorial priorities.

Log File Analyser is the right layer when the question is about bot visits, real crawling, and errors observed in logs.

Log File Analyser and SEOZoom

SEOZoom keeps a suite view around content, competitors, analysis, and reports.

Log File Analyser adds server-side proof for technical issues that are not always visible inside a general suite.

Log File Analyser and Semrush

Semrush helps frame markets, competitors, opportunities, and general audits.

Logs then help verify whether important pages are receiving bot attention and whether errors are really encountered.

Where to check official Log File Analyser access

Official download

Download and installation details should be checked directly on the Screaming Frog website.

Official licence

For larger volumes, advanced features, and professional use, check licence terms with the publisher.

Publisher support

Limits, log formats, updates, and support requests are documented on the official website.

Common questions about Screaming Frog Log File Analyser

Useful points before adding log analysis to a technical SEO routine.

Check Log File Analyser on the official website

Visit the official Screaming Frog Log File Analyser page to verify licensing, limits, supported log formats, and terms of use.

Visit the official site