Understand markets as they actually behave, not just how they respond.

Factori helps market research teams go beyond surveys and panels by layering real-world intelligence—movement, audience, spend, business landscape, and local economics into studies, sizing, and strategic insights.

Trusted by

Trusted by

Helping consultants drive better results

Market sizing with grounded context

Move beyond theoretical TAM estimates with real signals on demand, spend, and business presence.

Audience reality checks

Validate survey findings against privacy-safe, aggregated audience intelligence.

Location-aware research

Understand how neighborhoods, trade areas, and regions truly differ—not just demographically, but behaviorally.

Competitive landscape mapping

See which brands and business types dominate each market and how clusters evolve.

Trend detection with real-world signals

Identify shifts in interest, spending, and local conditions before they show up in lagging indicators.

Drive better decisions with better data

Fill the gaps in conventional
market research

Market sizing & opportunity assessment

Combine audience intelligence, spend signals, and business landscape data to size categories and prioritize regions.

Brand tracking & competitive benchmarking

Pair survey perception metrics with real market behavior—interest trends, spend patterns, and business presence.

Location and trade-area studies

Evaluate footfall, audience mix, and business clusters around proposed sites or existing networks.

Category deep dives​

Analyze how demographic and lifestyle differences shape category demand across markets.

Segmentation validation

Cross-reference survey-defined segments with real-world audience distributions to confirm representativeness.

White space & expansion analysis

Identify underserved markets by combining business density, audience concentration, and demand signals.

Datasets used in Market Research

Mobility

Mobility

Movement and local moment context to explain short-term shifts and anomalies.

Places

Places

Clean POI data to contextualize neighborhoods and corridors.

Business

Business

Verified business landscape data for competitive and cluster analysis.

People

People

Privacy-safe consumer intelligence aggregated by geography to understand who’s in each market.

Audiences

Audiences

Predefined segments to standardize analysis and comparison across studies.

Market

Market

Search and commerce signals that reveal rising and falling demand.

Who this is for

Market research agencies and consultancies

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Trust and governance

Factori is built for responsible research use:

Provider-certified rights for partner-supplied datasets

Platform-governed access with clear permitted uses

Privacy-safe delivery aligned with enterprise and client expectations

Define the research question

Market sizing, brand tracking, competitive mapping, or expansion analysis.

Select the relevant datasets

People, Retail, Market, Business, Geo, and others based on your scope.

Overlay real-world signals onto your study

Compare survey and panel findings with actual market behavior.

Deliver stronger, defensible insights

Turn research into strategy backed by real-world intelligence.