A Sales Agent That Finds Leads on Its Own.
An AI sales agent that turns a plain description, like “boutique cafes in Kochi with no online ordering”, into a clean list of business leads.
Key numbers
1 line
of plain English to describe who to target
Up to 8
search queries planned for each target
Blocked
personal social profiles, excluded at the search step
2 checks
for duplicates before any lead is saved
What was getting in the way
Finding prospects by hand means searching directories and websites, copying details into sheets and checking for duplicates. We wanted that groundwork done automatically, without collecting anyone's personal profile.
What we built
An outbound AI sales agent we built for our own sales outreach. You describe the kind of business you want to reach, and it searches the public web and saves the leads a sales rep would call.
How it works
- Plans the search. It turns the description into targeted queries aimed at business directories and company websites.
- Searches the public web. Personal social profiles are excluded at the search itself, not left to the AI’s judgement.
- Keeps only real businesses. Each result is checked for relevance, and only details actually on the page are used. It never invents a name, contact or link.
- Removes duplicates. Leads are matched by website, then by business name and location, before anything is saved.
Every run reports what it found, what it kept and why it dropped the rest.
What’s next
Lead discovery is built and working. Drafting outreach, scoring leads and syncing to a CRM are planned as later phases of the same system.
Project facts
- Type
- Own Product
- Industry
- Sales & marketing
- Tools
- FastAPI, LangGraph, OpenRouter, Tavily, PostgreSQL
How we delivered it
Process & Workflow Automation
Make repeatable tasks happen reliably without constant manual intervention.
Internal AI Assistants & Business Agents
Give your team AI assistance for defined tasks, connected to approved business tools.
Your workflow could be next
Have a Problem Worth Solving?
Tell us what your team keeps doing manually. We’ll help identify what can be improved and how to validate the results before a wider rollout.