Lead Intelligence Pipeline

Serper discovery + Firecrawl enrichment — bulk processing with live progress

Start New Enrichment Job

Jobs run as a background pipeline. Each lead is saved after enrichment — the job won't stop if a single record fails. Max 200 leads per job.

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1Serper Discovery

Generates multiple targeted Google searches. Finds official websites, staff directories, LinkedIn profiles, and contact pages.

2Firecrawl Enrichment

Crawls discovered websites. Extracts structured data with source URL, confidence score, and status: Verified, Found, Needs Review, or Missing.

3Batch Save & Retry

Processes leads in batches of 5. Saves progress after every record. Retries failures. Skips bad records without stopping the whole job.