Turning local business discovery into structured lead research.
Pindrop converts familiar Google Maps-style searches into saved, reviewable business records for qualification and outreach preparation.
- Product
- Pindrop
- Engagement
- Internal product
- Industry
- Sales operations
- Focus
- Search · Data extraction · UX
Pindrop is an internal research product and is not exposed as a public application.

The product problem
Potential customers are easy to discover in Maps but difficult to collect, review, and qualify at scale. Copying listings one by one creates slow, inconsistent research that teams cannot repeat or audit.
What Luminous built
Accepted the same natural business-and-location queries people already use in map search.
Designed single-search, batch, and run-management modes for focused and larger research workflows.
Converted listing details into structured, saved business records instead of an unreviewable data dump.
Kept processed totals, unique records, progress, and query runs visible throughout the workflow.
What the build delivers
Concrete product and engineering characteristics documented in the working build.
Product details reflect the reviewed build and its documented delivery state.