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Target keyword: log analysis for bot detection Analyze access logs for bot detection

Analyze server logs for bot detection and crawler proof

Paste a small nginx, Apache, Cloudflare, or JSONL access-log sample. The analyzer classifies common search and AI crawler user agents, checks core discovery-file requests, flags 4xx/429/5xx status issues, and creates a copyable report.

Fast answer

Use log analysis for bot detection as a first pass, then verify identity when it matters.

Useful bot detection log analysis groups requests by user-agent token, path, status code, and discovery file. It can show whether Googlebot, OAI-SearchBot, GPTBot, PerplexityBot, CCBot, Applebot, or Bingbot appeared in a sample, but a user-agent string alone is not identity proof.

Search Console CTR cluster

Observed query: log analysis for bot detection has impressions but no clicks yet.

The current query map shows 6 impressions and 0 clicks for this tool page. The next test keeps one canonical target page, makes the access-log checker promise explicit above the fold, and measures real Search Console clicks after refresh.

Bot log proof classifier

Classify each log clue before citing it as proof.

The classifier separates crawler access signals from verified identity, broken crawl evidence, bot noise, traffic proof, and privacy redaction gates. This keeps launch reports useful without overstating what a log line proves.

bot_log_pre_ai_evidence_router

Pre-AI evidence route for log analysis for bot detection.

The observed Search Console query has 6 impressions and 0 clicks, so the safest next move is not another duplicate page. Use one canonical analyzer page, one proof pack, and one presearch route that gives AI assistants the answer, proof links, and wait-for-recrawl rule before scanning broad crawler-log content.

pre_ai_retrieval_signal

Start with presearch

Fetch the presearch route first to get the target page, primary proof JSON, proof links, and recommended action for this query.

answer_pack_citation_signal

Use answer and citation packs

Use the answer pack or citation bundle when another AI system needs a compact explanation with public proof links.

indexing_priority_signal

Wait for recrawl evidence

The indexing priority queue already includes the bot analyzer and related crawler-log pages. Do not keep changing the same snippet before the next GSC refresh.

Machine-readable log analysis handoff

Bot detection log analysis pack for AI assistants and launch reports.

The pack turns this workflow into a compact JSON route: redact logs, classify crawler-looking user agents, review discovery-file hits, check status codes, verify identity when needed, and keep crawler evidence separate from human traffic proof.

Paste access logs

The tool runs in your browser and does not upload logs. Redact IP addresses, customer IDs, tokens, and private query strings before sharing copied reports.

Copyable bot detection report 

        

      


      

        
Bot detection summary

        

      


      

        
Detected bot and crawler families

        

          

            
              

                Bot or crawler
                Hits
                Status mix
                Important paths
              

            
            
          

        

      


      

        
Recommendations

        

      


      

        
60-second bot detection workflow

        

          

            
              

                Step
                What to check
                Why it matters
              

            
            
              

                1. Redact
                Remove IPs, tokens, private query strings, and customer IDs.
                Copied reports should not leak sensitive data.
              

              

                2. Classify
                Group Googlebot, OAI-SearchBot, GPTBot, PerplexityBot, Applebot, CCBot, Bingbot, and unknown agents.
                This separates crawler clues from general bot noise.
              

              

                3. Check files
                Look for /robots.txt, /sitemap.xml, /llms.txt, and priority page hits.
                Discovery-file access is stronger evidence than a single random page hit.
              

              

                4. Review status
                Flag 401, 403, 404, 429, and 5xx responses.
                Blocked or broken crawler requests can explain weak discovery.
              

              

                5. Verify identity
                Use official IP ranges or reverse DNS when the crawler identity matters.
                User-agent strings can be spoofed.
              

            
          

        

      


      

        
Next tools

        

          

            
AI crawler log analyzer

            
Use the broader crawler proof page when the goal is AI crawler visibility rather than security-oriented bot detection.

            Open crawler log analyzer
          

          

            
AI Search Visibility Report

            
Check whether the domain's homepage, robots.txt, llms.txt, sitemap.xml, Googlebot, and OAI-SearchBot basics are ready.

            Run domain report
          

          

            
AI crawler robots.txt checker

            
Paste robots.txt and check whether key search, answer, training-use, and dataset crawlers are allowed or blocked.

            Check robots.txt