DataMerge Prompts for AI Agents
Ready-to-use prompts for Claude, GPT, Cursor, and any MCP-compatible tool.
Get 20 Free CreditsConnect Once, Use Anywhere
Connect the DataMerge MCP server to your AI tool once. After that, every prompt on this page works in Claude Desktop, Cursor, Windsurf, or any MCP-compatible agent without any additional setup.
MCP (Model Context Protocol) lets AI tools call external APIs as structured tool calls. When you ask your AI agent about a company, it calls DataMerge automatically and returns structured, validated data instead of guessing from training data or scraping a website.
Setup instructions are at the bottom of this page. The prompts below are ready to use once you are connected.
Company Research Prompts
Use these to look up company data from a domain or company name.
"What is the legal name of the company at stripe.com?" Returns the registered legal entity: "Stripe, Inc."
"Enrich the company at notion.so and tell me their employee count and industry." Returns structured company data including headcount and industry classification.
"Is Slack a subsidiary of Salesforce? What is the parent company of slack.com?" Uses hierarchy data to return: Slack Technologies, LLC, owned by Salesforce, Inc.
"What country is the company at shopify.com registered in?" Returns the registration country from the enrichment response.
"Give me the display name and legal name for the company at figma.com." Returns both fields separately: Display: "Figma", Legal: "Figma, Inc."
Corporate Hierarchy Prompts
Use these to navigate parent companies, subsidiaries, and global ultimate owners.
"Find all subsidiaries of Alphabet Inc." Returns the known subsidiary entities in the Alphabet corporate group.
"What is the global ultimate parent of salesforce.com?" Traverses the ownership chain to the top-level entity.
"Show me the corporate hierarchy for microsoft.com: parent company and subsidiaries." Returns a structured view of the corporate family for the domain.
"I have a customer at google.co.uk. Who is their global ultimate parent?" Resolves the UK domain to the legal entity, then traverses up to Alphabet Inc.
"Find all European subsidiaries of amazon.com so I can identify cross-sell opportunities." Filters hierarchy results by region and returns active European entities.
Sales Workflow Prompts
Use these in sales workflows to identify warm leads, fill CRM data, and prep for outreach.
"I closed a deal with stripe.com. Find all their subsidiaries across Europe for cross-sell." Returns Stripe's European subsidiary entities as warm lead candidates.
"Enrich these 5 domains and return display name, legal name, and employee count: [list]" Batch enrichment across multiple domains in a single agent turn.
"My CRM has 'Google', 'Google LLC', 'Alphabet'. Are these the same company?" Uses enrichment and hierarchy to confirm that all three resolve to the same corporate group.
"What is the full registered address of the company at hubspot.com? I need it for invoicing." Returns the registered business address from the enrichment response.
"Find warm leads: I have a customer at salesforce.com. What companies are in their corporate group?" Returns MuleSoft, Tableau, Slack, Heroku, and other Salesforce subsidiaries as warm lead targets.
Compliance and Finance Prompts
Use these for KYB, contract preparation, vendor onboarding, and sanctions screening.
"What is the registered legal entity name for the company at [domain]? I need it for a contract." Returns the legal name suitable for use in contractual documents.
"Is the company at [domain] a subsidiary of any company on our existing customer list?" Uses hierarchy to check for parent-subsidiary overlap with your customer base.
"Find the global ultimate owner of [domain] for KYB purposes." Returns the top-level entity in the ownership chain for UBO identification.
"What country and jurisdiction is [domain] registered in?" Returns registration country and, where available, the specific state or jurisdiction.
"I am onboarding a new vendor at [domain]. What is their legal entity name and registered address?" Returns both the legal name and registered address for vendor records.
How to Connect DataMerge to Your AI Tool
DataMerge runs a hosted MCP server at https://mcp.datamerge.ai. Add it to your AI tool's MCP configuration with your API key:
// Cursor, Windsurf, or any remote MCP client
{
"mcpServers": {
"datamerge": {
"url": "https://mcp.datamerge.ai",
"headers": {
"Authorization": "Token your-api-key"
}
}
}
} // Claude Desktop (local)
{
"mcpServers": {
"datamerge": {
"command": "npx",
"args": ["-y", "@datamerge/mcp"],
"env": {
"DATAMERGE_API_KEY": "your-api-key"
}
}
}
} Get your API key at app.datamerge.ai.
Frequently Asked Questions
What AI tools can I use with DataMerge?
Any MCP-compatible AI tool works with DataMerge. This includes Claude Desktop, Cursor, Windsurf, and custom agents built on frameworks like LangChain or AutoGen that support the Model Context Protocol. The REST API works with any tool that can make HTTP requests.
What is MCP and why does it matter for data enrichment?
MCP (Model Context Protocol) is an open standard for connecting AI models to external tools and APIs. When DataMerge is connected via MCP, your AI agent can call DataMerge as a structured tool, getting back validated JSON data instead of generating a response from training data. This is critical for company data, where accuracy matters.
Do I need to write code to use these prompts?
No. Once you add the MCP server to your AI tool's configuration (a one-time JSON edit), the prompts work as natural language. No coding required. For REST API use or custom integrations, you will need to write code or use a no-code platform like Zapier or Make.
What happens if a company is not in the database?
DataMerge returns a low-confidence or null result for that record. For legal name resolution, the AI agent performs a live domain check even for companies not in static databases, so new companies can often still be resolved. Credits are not charged for failed lookups.
Can I use DataMerge prompts in a workflow, not just a chat interface?
Yes. The REST API is designed for workflow integration. You can call it from Zapier, Make, n8n, Clay, or any custom application. MCP is primarily for interactive AI tools, but the same data is accessible via REST API for automated pipelines.
How much does each prompt cost in credits?
Each company enrichment lookup costs 1 credit, regardless of how many fields are returned. Contact enrichment (email lookup) costs 1 credit per verified email. Mobile phone lookups cost 4 credits. If a lookup returns no result, no credit is charged. See the pricing page for full details.
