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Systems built / 09

B2B insurance lead scraper + qualifier

Private client deployment

A structured prospecting pipeline that turns permitted public business information into reviewable, qualification-ready account records.

The operating problem.

Raw web data is not a prospect list. Records need source context, normalization, eligibility checks and a repeatable qualification rubric before they can support responsible outreach.

How the system moves.

01

Collect permitted data

Capture the business facts required by the ICP while retaining source and collection context.

02

Normalize and deduplicate

Resolve repeated entities, standardize key fields and flag records that cannot be verified.

03

Qualify

Apply deterministic fit and exclusion rules to produce a transparent review queue.

04

Release approved records

Move only reviewed, eligible accounts to the next business process with provenance attached.

Human and system safeguards

  • Source provenance retained for every record
  • Collection limited to permitted business information
  • Duplicate and uncertain records held for review
  • Outreach eligibility evaluated separately from account fit

What the system measures

  • Verified records
  • Duplicate rate
  • Qualification pass rate
  • Records approved for next action

Related system

Client Data Pipeline
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