B2B prospect search via chat with natural language and…

This automation template enables users to submit natural language queries through a chat interface, which are then interpreted by an AI agent and converted into valid JSON requests for the Explorium Prospects API. The system enforces strict parameter validation and automatically clarifies ambiguous inputs using AI, eliminating manual filter checks.

## Who it´s for
- Lead generation specialists using B2B data
- Sales managers searching for contacts by complex criteria
- Analysts who need bulk exports of company and professional data
- SaaS companies integrating external lead sources

## What the automation does
- Accepts text messages from chat as a trigger
- Uses LangChain and Anthropic to convert queries into structured JSON
- Validates all filter parameters against allowed values
- On errors, triggers an AI clarification loop and retries generation
- Sends validated request to Explorium MCP API
- Merges multi-page results, cleans data, and converts to downloadable file

## What´s included
- Ready-to-use n8n workflow with AI agent logic
- Trigger handling for chat_message events
- Integrations with Explorium MCP, Anthropic, and Telegram-like chat interface
- Basic text guide for deployment and adaptation

## Requirements for setup
- n8n account with access to JavaScript Code Node
- API keys for Explorium MCP and Anthropic
- Configured chat interface app (e.g., Telegram bot)

## Benefits and outcomes
- Eliminates manual effort in building complex filters
- Reduces input errors via automated validation
- Fast access to quality B2B contacts without technical skills
- Scalable search across regions, industries, and job titles
- Time savings when processing large datasets
- Improved search accuracy through AI validation

## Important: template only
Important: you are purchasing a ready-made automation workflow template only. Rollout into your infrastructure, connecting specific accounts and services, 1:1 setup help, custom adjustments for non-standard stacks and any consulting support are provided as a separate paid service at an individual rate. To discuss custom work or 1:1 help, contact via в чате.