Embedded previewInteractive workflow with safe sample data
No external API calls
Filters
6collected
5qualified
1filtered out
CompanyIndustryScoreStatus
Nova ClinicsHealthcare92Qualified
Peak RealtyReal Estate88Qualified
Urban TutorsEducation81Review
LedgerWiseFinance76Review
CloudCartEcommerce95Qualified

What is implemented

A focused workflow, public source, and a clear production path.

Problem

Sales teams often collect leads manually from public sources, then spend more time cleaning duplicates than contacting prospects.

Live implementation

JavaScript dashboard + tested Python data pipeline

Production extension

Python, Playwright, BeautifulSoup, Google Sheets API

Workflow

How a production client version would work.

  1. 01Choose source
  2. 02Collect records
  3. 03Clean and score
  4. 04Export leads

Build a real version

Want this connected to real data, AI APIs, or your business workflow?

This public demo uses safe sample data. A production version can be connected to your documents, spreadsheet, website, CRM, email, or AI API workflow, with validation, access controls, and deployment matched to your requirements.

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