Tools / Web Search / Use Cases / Discover Pricing Intelligence

Discover Pricing Intelligence

Research competitor pricing and market rates by combining web search with product and shopping data.

Quick answer: Use the Web Search tool through ToolRouter to discover pricing intelligence directly from Claude, ChatGPT, Microsoft Copilot, and OpenClaw — connect once, then drive it with plain-language prompts. No code required.

Tool

Web Search

Pricing is one of the most impactful levers for revenue, yet many companies set prices based on gut feeling rather than market data. Understanding how competitors price similar products, what price points the market expects, and how pricing has changed over time gives you the intelligence to price with confidence.

ToolRouter's search skill finds pricing pages, comparison articles, and public pricing discussions, while the shopping_search skill surfaces actual product listings with prices from e-commerce sources. Together they give you both the strategic context and the hard data you need for pricing decisions.

This research is essential when launching a new product, entering a new market, evaluating a price change, or responding to a competitor's pricing move. Regular pricing intelligence prevents you from leaving money on the table or pricing yourself out of the market.

How to discover pricing intelligence with Claude, ChatGPT, Microsoft Copilot, and OpenClaw

Claude researches competitor pricing by combining web search and shopping data, then helps you analyze pricing strategies in depth. Ask follow-up questions about pricing tiers, freemium models, or regional variations, and have Claude suggest positioning strategies based on the competitive pricing landscape it uncovers.

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 discover pricing intelligence with Claude

Once connected (see setup above), use the Web Search tool:

Ask Claude: "Research pricing for project management SaaS tools using the web-search tool, including shopping and comparison data"
Claude searches pricing pages, comparison articles, and product listings
Ask: "Create a pricing comparison table and identify the sweet spot for our market segment"
Claude provides a data-backed pricing recommendation

Example prompt for Claude

Try this with Claude using the Web Search tool

Research pricing for project management tools. Search pricing pages, comparison articles, and product listings. Create a pricing comparison table.

Tips for Claude

Claude can identify pricing tiers and feature-price correlations
Ask for historical pricing data to spot trends
Search for "[product category] pricing" and "[competitor] pricing" separately for completeness

ChatGPT presents pricing intelligence with strategic context, explaining not just what competitors charge but why their pricing structures make sense for their positioning. It generates comparison tables, identifies pricing gaps you can exploit, and can draft pricing page copy that highlights your competitive advantages.

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 discover pricing intelligence with ChatGPT

Once connected (see setup above), use the Web Search tool:

Ask: "Research pricing for CRM software. Search pricing pages and product listings."
ChatGPT compiles pricing data from multiple sources
Request: "Create a competitive pricing matrix with tiers and features"
Ask for pricing strategy recommendations based on the data

Example prompt for ChatGPT

Try this with ChatGPT using the Web Search tool

Research CRM software pricing across the market. Create a pricing matrix and recommend where we should position ourselves.

Tips for ChatGPT

ChatGPT creates clear pricing comparison tables for stakeholder presentations
Ask for pricing trend analysis over time
Request a value-based pricing framework using the competitive data

Copilot delivers pricing intelligence to your IDE, which is especially useful when you are implementing pricing pages, checkout flows, or billing logic. Research competitor pricing while building the features that will be priced, ensuring your technical architecture aligns with your commercial strategy.

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 discover pricing intelligence with Copilot

Once connected (see setup above), use the Web Search tool:

In Copilot Chat: "Search for pricing of API gateway services"
Review pricing data inline
Ask: "How does our pricing compare to these competitors?"
Use insights to inform your pricing page or billing implementation

Example prompt for Copilot

Try this with Copilot using the Web Search tool

Search for API gateway pricing across the market. How do major providers structure their pricing?

Tips for Copilot

Useful for pricing developer tools and API products
Reference pricing data while building billing features
Search for pricing models (per-seat, usage-based, flat) in your category

OpenClaw gathers pricing data from web and shopping search results across multiple competitors in one automated pass. The structured output includes pricing tiers, feature matrices, and historical pricing indicators, formatted for direct import into pricing analysis spreadsheets or competitive intelligence databases.

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 discover pricing intelligence with OpenClaw

Once connected (see setup above), use the Web Search tool:

Ask: "Research pricing for cloud hosting providers from web and shopping sources"
OpenClaw returns pricing pages, comparisons, and product listings
Request: "Create a pricing comparison matrix"
Use the data to inform your pricing strategy

Example prompt for OpenClaw

Try this with OpenClaw using the Web Search tool

Research cloud hosting pricing. Search pricing pages and product listings. Create a comparison matrix.

Tips for OpenClaw

Run quarterly to track pricing changes in your market
Ask for pricing broken down by feature tier
Compare pricing models as well as price points

Frequently Asked Questions

How do I discover pricing intelligence with an AI assistant?

Research competitor pricing and market rates by combining web search with product and shopping data. Connect the Web Search tool to Claude, ChatGPT, Microsoft Copilot, and OpenClaw through ToolRouter, then ask the assistant in plain language. For example: Ask Claude: "Research pricing for project management SaaS tools using the web-search tool, including shopping and comparison data" Claude searches pricing pages, comparison articles, and product listings

Which AI assistants can discover pricing intelligence?

Claude, ChatGPT, Microsoft Copilot, and OpenClaw can all discover pricing intelligence using the Web Search tool through ToolRouter, with no API keys or coding required.

What does the Web Search tool do?

Search the web, news, images, academic papers, and shopping results with a single unified API.

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