Eliminate the 60-80% overhead before modeling starts.
Acquisition teams spend months acquiring, cleaning, and joining geographic data like census demographics, facility locations, transport access before they can answer basic questions about population health needs and service delivery gaps. xMap makes this data available as a single, agent-queryable layer, structured for immediate analytical use.
THE DATA
Every layer, analyst-ready.
Schema-stable, versioned, and built for ML feature engineering and statistical analysis.
📍
poi
Structured points of interest with category, brand, coordinates, hours. Schema-stable. Agent-ready.
🚗
car_traffic
Road segment volumes and speeds. Hourly resolution. Direction of travel. Timeseries for ML feature engineering.
📡
gps_mobility
Aggregated origin-destination flows, dwell time, visit frequency. Privacy-safe. Population-level.
🏛
parcel_data
Ownership, zoning, assessed value, structure type. 98% US coverage. Versioned snapshots for longitudinal analysis.
👥
demographics
Block-group level population, income, age, household composition. Joinable on GEOID. Updated on census cycle.
💻
sdk_access
Python, TypeScript, Go, Rust, Swift SDKs. Identical method names and response shapes. Full async support.
WORKFLOWS
The xMap Data Stack
01
Distribution Network Design
An agent evaluates candidate DC and cross-dock locations by querying xMap's traffic, mobility, and parcel layers — modeling drive-time coverage to demand zones, workforce accessibility, and zoning compliance simultaneously. Scenario planning that took months of consultant work runs in hours.
02
Last-Mile Route Optimization
Live traffic data at road segment level feeds routing agents that continuously resequence delivery runs. xMap's hourly refresh rate means agents are working from current congestion patterns, not yesterday's averages.
03
Supplier Network Rationalization
Map your supplier locations against xMap's road network and mobility data to model realistic lead times, identify single-source risk by geography, and rank consolidation opportunities by logistics cost impact.
Ready to bring xMap into your models?
pip install xmap-sdk and first query in under 60 seconds.