See how people actually move in the real world.

Understand visit patterns around your stores, branches, hotels, and depots with privacy‑safe mobility data. Use it to see where people come from, when they show up, and how that changes over time.

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What Mobility tells you

Footfall around locations

How many people visit an area, how often, and on which days and times.

Changes over time

Where visits are rising, falling, or shifting across your network.

Trade areas that matter

Which neighborhoods & corridors your visitors are really coming from.

mobility_trade areas

Patterns, not just peaks

Weekday vs weekend, lunch vs evening, event days vs “normal” days.

All Mobility data is aggregated and privacy-safe — never device level or identifiable.

Turn foot traffic
into forecasting fuel

See real‑world demand, not just sales

Capture people who visit the area but don’t transact yet.

Plan with confidence

Match staffing, inventory, and hours to actual traffic patterns.

Choose better locations

Spot areas with strong organic footfall and understand cannibalization risk.

Explain what changed

When performance moves, quickly answer: “Did the traffic change, or just conversion?”

Common Use Cases

Demand Forecasting

Use visit patterns to improve short‑term demand and labor forecasts.

Retail Site Selection

Compare potential locations by real footfall, not just gut feel or single‑source data.

Inventory & Merchandising

Adjust stock and assortment based on who passes by and when they come.

Marketing Planning

Focus campaigns on high‑traffic zones and measure movement before and after campaigns.

Workforce Planning

Build staffing plans that align with peak hours, days, and seasons.

Supply Chain & Delivery

Understand catchments and corridors to plan depot locations and delivery zones.

Who Mobility is for

Data & analytics teams

Looking for clean, reliable visit data to plug into models and dashboards.

Owners of staffing, service levels, and store/branch performance.

Teams deciding where to open, close, or relocate sites.

Teams that want to put spend where people actually are.

How Mobility works with other Factori datasets

Mobility + Places

Mobility + People

Mobility + Events

Mobility + Economic

Share your locations

We map Mobility data to your stores, branches, depots, or trade areas.

Review a sample

Explore a few key markets to see how traffic patterns show up for you.

Roll out to more sites

Add locations, use cases, and teams as you see results.

Frequently Asked Questions

What is Factori Mobility Data?

Factori Mobility Data helps businesses understand aggregated, privacy-safe movement and foot traffic patterns around stores, branches, hotels, depots, trade areas, corridors, and markets. It turns real-world visit behavior into ready-to-use signals for forecasting, site selection, operations, and marketing planning.

How can businesses use Factori Mobility Data?

Businesses use Factori Mobility Data for footfall analytics, demand forecasting, trade area analysis, retail site selection, labor planning, inventory planning, campaign measurement, and market expansion. It helps teams understand how real-world movement affects performance across locations and markets.

How can Mobility Data improve demand forecasting and footfall forecasting?

Mobility Data helps forecasting teams measure how people move around each location before transactions happen. It can improve store-level sales forecasts, footfall forecasts, staffing plans, inventory forecasts, and short-term demand models.

How does Factori collect Mobility Data?

Factori builds Mobility Data from privacy-safe, aggregated movement signals and location intelligence sources. The data is processed into non-personal features such as footfall trends, visit frequency, visitor origins, dwell patterns, trade-area behavior, and daypart movement.

How can customers access Factori Mobility Data?

Customers can access using any of these options:

(1) Download a 100-row sample CSV for FREE

(2) Connect the MCP server to your AI client and query in natural language

(3) Book a 30-minute discovery call, validate fit against a specific use case.
(4) Factori Platform

How often is Factori Mobility Data updated?

Mobility Data can be updated on a recurring cadence depending on market, source availability, and use case. Common refresh options include daily, weekly, monthly, or custom schedules for forecasting and planning workflows.

Why should enterprises use Factori Mobility Data instead of relying only on internal sales data?

Internal sales data shows what happened after customers converted. Mobility Data shows real-world demand before conversion, helping teams understand traffic shifts, trade-area strength, cannibalization risk, and local demand changes earlier.