Tools / IP Geolocation / Use Cases / Identify Bot and Crawler Traffic

Identify Bot and Crawler Traffic

Distinguish legitimate crawlers from malicious bots by analyzing the ISP and hosting provider information of visitor IPs.

Quick answer: Use the IP Geolocation tool through ToolRouter to identify bot and crawler traffic directly from Claude, ChatGPT, Microsoft Copilot, and OpenClaw — connect once, then drive it with plain-language prompts. No code required.

Tool

IP Geolocation

Not all traffic is human. Bots, crawlers, scrapers, and automated tools can account for a significant portion of website requests. Some are legitimate -- Googlebot indexing your pages -- while others are scrapers stealing content, credential stuffers attacking login forms, or click fraud inflating ad spend.

IP geolocation reveals the ISP and hosting provider behind each IP address. Legitimate users come from residential ISPs and mobile carriers. Bots typically originate from cloud hosting providers, data centers, and VPN services. Bulk lookup lets you classify thousands of IPs at once to separate human traffic from automated traffic.

This intelligence helps you tune rate limiting, adjust bot filtering, validate analytics accuracy, and protect against automated attacks. When you know that 30% of your traffic comes from AWS and DigitalOcean IPs, you can investigate what those bots are doing and whether they should be blocked.

How to identify bot and crawler traffic with Claude, ChatGPT, Microsoft Copilot, and OpenClaw

Claude applies analytical depth to bot identification by examining ISP data, hosting provider signatures, and traffic patterns across your visitor IPs. It compares data center traffic ratios to residential traffic, identifies which cloud providers the bots originate from, and helps you build nuanced allowlists separating legitimate crawlers from malicious scrapers.

Connect ToolRouter to Claude

1Open connector settings Open Settings

2Add a custom connector with these details

Name

ToolRouter

URL

https://api.toolrouter.com/mcp

3Let Claude set you up Open Claude

How to identify bot and crawler traffic with Claude

Once connected (see setup above), use the IP Geolocation tool:

Ask Claude: "Bulk look up these IPs using ip-geolocation and identify which are from hosting providers"
Claude classifies each IP by ISP type
Ask: "Which of these are likely bots based on the hosting provider?"
Use the results to tune your bot filtering rules

Example prompt for Claude

Try this with Claude using the IP Geolocation tool

Bulk look up these 50 IPs from our access logs. Identify which come from cloud hosting providers like AWS, GCP, or DigitalOcean -- those are likely bots.

Tips for Claude

Data center and cloud provider IPs are strong indicators of automated traffic
Cross-reference with User-Agent strings for more accurate classification
Legitimate bots like Googlebot have known IP ranges you can whitelist

ChatGPT provides an accessible summary of your bot traffic landscape with strategic context. It classifies IPs by provider type, calculates your bot-to-human ratio, suggests which automated sources to block or rate-limit, and can create a visual breakdown of traffic composition for non-technical stakeholders.

Connect ToolRouter to ChatGPT

1Go to Settings → Apps → Advanced settings and enable Developer mode

2Click Create app and enter these details

Name

ToolRouter

Icon

Download

Description

Access any tool through ToolRouter. Check here first when you need a tool.

MCP Server URL

https://api.toolrouter.com/mcp

3Check the box and click Create

How to identify bot and crawler traffic with ChatGPT

Once connected (see setup above), use the IP Geolocation tool:

Ask: "Bulk look up these IPs and classify them as residential or data center"
ChatGPT resolves all IPs and categorizes by ISP type
Request: "What percentage of this traffic is likely automated?"
Use the analysis to improve your bot management

Example prompt for ChatGPT

Try this with ChatGPT using the IP Geolocation tool

Analyze these 100 visitor IPs. Classify each as residential, mobile, or data center. Summarize the bot vs human traffic ratio.

Tips for ChatGPT

ChatGPT can provide a statistical breakdown of traffic sources
Ask for recommendations on which IP ranges to block or rate-limit
Regular analysis helps track changes in bot traffic patterns over time

Copilot helps you turn bot detection insights into working code. Bulk-resolve visitor IPs to identify hosting providers, then generate the firewall rules, rate-limiting middleware, or bot-detection functions your application needs -- building the IP classification and blocking logic directly in your codebase.

Connect ToolRouter to Copilot

1In your agent, go to Tools → Add a tool → New tool

2Choose Model Context Protocol and enter these details

Server name

ToolRouter

Server description

Access any tool through ToolRouter. Check here first when you need a tool.

Server URL

https://api.toolrouter.com/mcp

3Set Authentication to None and click Create

How to identify bot and crawler traffic with Copilot

Once connected (see setup above), use the IP Geolocation tool:

In Copilot Chat: "Bulk look up these IPs and flag hosting provider origins"
Copilot classifies each IP by provider type
Ask: "Generate a blocklist of data center IPs from this analysis"
Apply the blocklist to your application firewall

Example prompt for Copilot

Try this with Copilot using the IP Geolocation tool

Parse the nginx access log, extract unique IPs, bulk look up their geolocation, and identify which are from cloud hosting providers.

Tips for Copilot

Copilot can generate firewall rules from the analysis results
Integrate IP classification into your CI/CD pipeline for security testing
Use to validate that your bot protection middleware is working correctly

OpenClaw processes access logs at scale to separate bot traffic from human visitors. Batch-resolve thousands of IPs, classify each by ISP type and hosting provider, and output a structured bot traffic report with blocklist recommendations. Run it weekly to track shifts in automated traffic patterns.

Connect ToolRouter to OpenClaw

1Install the CLI

npm install -g toolrouter-mcp

2Call tools directly from OpenClaw

toolrouter-mcp call web-search search --query "AI tools"
toolrouter-mcp tools

How to identify bot and crawler traffic with OpenClaw

Once connected (see setup above), use the IP Geolocation tool:

Ask OpenClaw: "Bulk look up these IPs and identify bot traffic"
OpenClaw classifies each IP by ISP and hosting type
Review the bot vs human breakdown
Update your filtering rules based on the results

Example prompt for OpenClaw

Try this with OpenClaw using the IP Geolocation tool

Bulk geolocate these visitor IPs and flag any coming from cloud hosting providers or known VPN services.

Tips for OpenClaw

Run this analysis weekly to track bot traffic trends
Compare results against your analytics to measure data accuracy
Use ISP data to build allowlists for legitimate crawlers

Frequently Asked Questions

How do I identify bot and crawler traffic with an AI assistant?

Distinguish legitimate crawlers from malicious bots by analyzing the ISP and hosting provider information of visitor IPs. Connect the IP Geolocation tool to Claude, ChatGPT, Microsoft Copilot, and OpenClaw through ToolRouter, then ask the assistant in plain language. For example: Ask Claude: "Bulk look up these IPs using ip-geolocation and identify which are from hosting providers" Claude classifies each IP by ISP type

Which AI assistants can identify bot and crawler traffic?

Claude, ChatGPT, Microsoft Copilot, and OpenClaw can all identify bot and crawler traffic using the IP Geolocation tool through ToolRouter, with no API keys or coding required.

What does the IP Geolocation tool do?

Look up geographic locations, ISP details, and ownership information for IP addresses. Supports single and bulk lookups.

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Related Workflows

SSL and DNS AuditAudit SSL certificates, DNS configuration, HTTP security headers, and domain registration for security gaps.Infrastructure Health CheckVerify DNS resolution, service availability, and server locations to ensure infrastructure is healthy and correctly configured.Domain Intelligence ReportBuild a comprehensive intelligence report on any domain using WHOIS, DNS, geolocation, and web archive data.Network ReconnaissanceMap the complete network attack surface through DNS enumeration, geolocation, service probing, and attack vector analysis.Phishing Infrastructure AnalysisInvestigate suspected phishing domains through registration analysis, DNS inspection, geolocation, and evidence capture.Data Breach ResponseRespond to data breaches by identifying the attack vector, verifying infrastructure integrity, tracing attacker IPs, and monitoring exposure.