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Data Pipeline

Thomasnet B2B Lead Pipeline

Thomasnet manufacturer database scraped, cleaned, enriched, and transformed into outreach-ready B2B leads.

ThomasnetSource
Cleaned & enrichedProcessing
Outreach-readyOutput

The Challenge

Client needed a pipeline of US manufacturers from Thomasnet.com but the data was scattered across thousands of listings with no export option. Manual collection was impractical at scale.

The Solution

Built a scraping and data pipeline that extracts manufacturer listings from Thomasnet, cleans and normalizes company records, enriches with decision-maker contact data, and outputs a structured database ready for outreach.

The Result

Thousands of manufacturer leads extracted, cleaned, enriched with contact data, and delivered outreach-ready. Client launched their B2B campaign the same week.

Tools used

Node.jsPostgreSQLn8n

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