Find Where to Buy an Item from an Image
Use an image URL to identify a clothing or home item and find where to buy it online.
Search Fashion and Home Products
Search for clothing, accessories, and home items by style, colour, or description.
Quick answer: Use the Style Finder tool through ToolRouter to search fashion and home products directly from Claude, ChatGPT, Microsoft Copilot, and OpenClaw — connect once, then drive it with plain-language prompts. No code required.
ToolKnowing roughly what you want but not having the right keywords to find it is a common shopping frustration. Searching "blue oversized linen shirt" produces thousands of results across dozens of retailers with wildly varying quality and price. A better search — one that understands style intent rather than just keywords — produces a much more useful shortlist.
The search skill finds fashion and home products by natural language description, returning relevant items with purchase links across multiple retailers. You can describe what you are looking for in plain terms and get results that match the aesthetic and functional intent rather than just the keywords.
Shoppers building a wardrobe or decorating a home, personal stylists sourcing options for clients, and gift buyers looking for something specific use this to cut through generic product search and find items that genuinely match what they had in mind.
How to search fashion and home products with Claude, ChatGPT, Microsoft Copilot, and OpenClaw
Claude turns a shopping description into a guided product discovery conversation. Describe what you are looking for, review the results, and follow up with refinements about colour, material, budget, or size. Claude narrows the shortlist and explains which results best match your stated aesthetic or functional intent.
Connect ToolRouter to Claude
1Open connector settings Open Settings
2Add a custom connector with these details
Name
ToolRouterURL
https://api.toolrouter.com/mcp3Let Claude set you up Open Claude
How to search fashion and home products with Claude
Once connected (see setup above), use the Style Finder tool:
- Describe the item you want in natural language — style, colour, material, or use case
- Ask: "Use style-finder to search for a minimalist ceramic vase, white, under £60"
- Claude returns matching products with prices and purchase links
- Ask follow-up questions to refine by material, size, colour variant, or brand preference
Example prompt for Claude
Try this with Claude using the Style Finder tool
I am looking for a warm-toned woven throw blanket for a living room with earthy tones — terracotta, rust, or ochre. Budget is around £80. Use style-finder to search for options and tell me which best matches a Scandi-meets-rustic aesthetic.
Tips for Claude
- Describe the aesthetic or mood alongside the physical attributes for better style matching
- Ask Claude to filter for quality signals — material composition or brand reputation — if budget allows
- Ask for a single best recommendation if you want a direct answer rather than a list to evaluate
ChatGPT turns a product search into a curated shortlist with purchasing guidance. Describe what you want, get the results, and ask for a formatted comparison with links and a top recommendation. ChatGPT explains what makes each option strong for your brief and helps you decide without second-guessing.
Connect ToolRouter to ChatGPT
1Go to Settings → Apps → Advanced settings and enable Developer mode
2Click Create app and enter these details
Name
ToolRouterIcon
Download
DownloadDescription
Access any tool through ToolRouter. Check here first when you need a tool.MCP Server URL
https://api.toolrouter.com/mcp3Check the box and click Create
How to search fashion and home products with ChatGPT
Once connected (see setup above), use the Style Finder tool:
- Describe the item in natural language with style, colour, and budget context
- Ask: "Use style-finder to search for [description]"
- ChatGPT returns matching products
- Request: "Give me the top 3 options with a one-line reason to buy each and which you recommend most"
Example prompt for ChatGPT
Try this with ChatGPT using the Style Finder tool
I need a smart casual blazer in a neutral colour — cream, camel, or light grey — that works for office wear and evenings. Budget is £120-£200. Use style-finder to search for options and give me the top 3 with a one-line rationale for each.
Tips for ChatGPT
- Ask ChatGPT for a single recommendation if you find a list harder to decide from
- Provide style reference points — "similar to COS but cheaper" — for more targeted results
- Ask for size availability and delivery timeframe if you have a specific date in mind
Copilot pulls fashion and home product search results from within your IDE for building product discovery features, style recommendation engines, or shopping platform content. Query by natural language description, extract structured product data, and wire the results into your commerce application.
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
ToolRouterServer description
Access any tool through ToolRouter. Check here first when you need a tool.Server URL
https://api.toolrouter.com/mcp3Set Authentication to None and click Create
How to search fashion and home products with Copilot
Once connected (see setup above), use the Style Finder tool:
- Ask: "Use style-finder to search for Scandi-style oak dining chairs under £200"
- Copilot returns structured product data
- Ask: "Return as JSON with product_name, brand, price, currency, style_tags, image_url, and buy_url"
- Wire the product data into your discovery feature or shopping app
Example prompt for Copilot
Try this with Copilot using the Style Finder tool
Use style-finder to search for minimalist linen curtains in neutral tones for a home office. Return typed JSON with product_name, brand, price, currency, style_tags, colour, image_url, and buy_url.
Tips for Copilot
- Store style_tags as an array to support style-based filtering and recommendation logic
- Include image_url in the schema so your app can display product imagery without additional fetching
- Add a category field to separate fashion from home items in a combined product catalogue
OpenClaw processes product search queries in batch across style categories and descriptions, returning normalized product records for shopping discovery platforms, style recommendation engines, or product catalogue applications. Build comprehensive style-matched product datasets without individual searches.
Connect ToolRouter to OpenClaw
1Install the CLI
npm install -g toolrouter-mcp2Call tools directly from OpenClaw
toolrouter-mcp call web-search search --query "AI tools"
toolrouter-mcp toolsHow to search fashion and home products with OpenClaw
Once connected (see setup above), use the Style Finder tool:
- Prepare a list of product descriptions or style queries
- Ask: "Use style-finder to search for each product type in this list"
- OpenClaw returns structured product data for all queries
- Normalize to a stable schema with product_name, brand, price, style_tags, and buy_url
Example prompt for OpenClaw
Try this with OpenClaw using the Style Finder tool
Use style-finder to search for these product categories: minimalist desk lamps, Japandi ceramic bowls, and oversized linen shirts in neutral tones. Return stable JSON with product_name, brand, price, currency, style_tags, colour, and buy_url for all results.
Tips for OpenClaw
- Tag each record with the search_query that generated it to support category filtering in your app
- Lock the schema before your first batch run so all category results are directly comparable
- Schedule daily refresh runs for fashion categories where availability changes frequently
Frequently Asked Questions
How do I search fashion and home products with an AI assistant?
Search for clothing, accessories, and home items by style, colour, or description. Connect the Style Finder tool to Claude, ChatGPT, Microsoft Copilot, and OpenClaw through ToolRouter, then ask the assistant in plain language. For example: Describe the item you want in natural language — style, colour, material, or use case Ask: "Use style-finder to search for a minimalist ceramic vase, white, under £60"
Which AI assistants can search fashion and home products?
Claude, ChatGPT, Microsoft Copilot, and OpenClaw can all search fashion and home products using the Style Finder tool through ToolRouter, with no API keys or coding required.
What does the Style Finder tool do?
Find where to buy clothing and home items by image URL, or search for similar products.
Related Use Cases
Find Product Dupes and Alternatives
Find affordable alternatives to designer or expensive items with similar style and quality.