Where is the market?
Map businesses by category, geography, location status, and source coverage to support territory planning, site selection, and research.
We collect public and client-authorized listings, registries, maps, review platforms, and company pages, then normalize, deduplicate, and deliver the fields your team actually needs.
Location-intelligence teams
Market & research analysts
Directory & data-product teams
Map businesses by category, geography, location status, and source coverage to support territory planning, site selection, and research.
Reconcile overlapping sources and retain provenance so your team can review where each field came from.
Monitor openings, closures, contact details, ratings, classifications, and registry updates on an agreed cadence.
Every project begins with a source review. Coverage is defined around technical feasibility, public or authorized access, and the fields your workflow genuinely needs.
These fields illustrate a practical data model, not a fixed package. Final availability and definitions are agreed source by source.
Collecting rows is only the start. The real work is matching organizations across sources while preserving what each source actually reported.
Names, domains, and addresses vary. We define matching rules, retain source records, and flag unresolved conflicts instead of silently merging them.
Locations close, hours change, and categories drift. Scheduled refreshes and first-seen and last-seen timestamps make those changes visible.
Every source structures information differently. We map available fields into an agreed schema and preserve missing values rather than inventing them.
Required-field validation
Duplicate and entity-match review
Format and range checks
Source, timestamp, and change tracking
Receive one-time files or recurring full and delta deliveries in an agreed schema as CSV or JSON through Microsoft Azure Blob Storage, Amazon S3, or a tailored dashboard.
We assess publicly accessible and client-authorized directories, registries, location services, review portals, and company or branch pages. Each source is reviewed for technical feasibility, access conditions, and the intended use before collection begins.
Yes, when the project requires it. We agree on entity-matching rules, field precedence, conflict handling, and provenance so combined records remain reviewable.
Cadence is scoped around how quickly the source changes, its access constraints, the required volume, and your decision window. The agreed schedule and change-delivery method are documented before production.
We focus on necessary business information from public or client-authorized sources. Personal and contact fields are reviewed case by case and are not collected merely because they are visible. We do not promise access to restricted or unnecessary personal data.
Share your target sources, required fields, geographies, and refresh needs. We’ll assess feasibility and, where appropriate, prepare a representative sample.