01
The Problem
Businesses waste hours manually searching Google Maps for leads, copying details into spreadsheets and guessing which prospects are worth contacting.
Case Study 01 · Lead Gen & Sales
Lead Finder Agent
Finds and qualifies local business leads. No more hours lost on Google Maps.
- Python
- Playwright
- LangChain
- Google Sheets API
02
The Solution
An autonomous agent that searches and filters local business leads by location, category, rating and missing-website status, scores each one with an LLM, then outputs a clean, ready-to-contact list in Google Sheets.
- Searches listings by location and category on its own
- Filters by rating, review count and missing website
- LLM scores every lead on how likely it is to need your service
- Exports an outreach-ready lead list to CSV or Google Sheets
03
The Result
Lead research that used to take a full afternoon now runs in a few minutes, and every row comes with a reason it's worth contacting.
Want something like this for your business?
Tell me which workflow is eating your team's time and I'll show you how an agent can take it over.