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M · AhsanAgentic AI Engineer
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Agentic AIAutomation · B2B Lead Generation

Google Maps Lead Scraper

A high-performance scraper automating B2B lead generation and business auditing.

01 · The problem

Manual B2B lead auditing from Google Maps took hours per batch and didn't scale.

02 · Agent architecture

  1. 1

    Built a standalone Python + Playwright scraper handling Google Maps' dynamic DOM.

  2. 2

    Extracted phone numbers, URLs, ratings, and reviews into structured CSV / DB output.

  3. 3

    Added resilient selectors and pacing to survive layout changes.

03 · Outcome

Cut B2B lead-auditing time from hours to minutes with clean, structured exports.