Our Products
High-quality POI, merchant, and mobile location data — built for teams that depend on accuracy.
​
Loupe Insights delivers enterprise-grade datasets enriched with AI agents, validated by human QA, and maintained through continuous refresh cycles. Whether you’re building mapping products, improving payment authorization, running OOH attribution, or powering analytics, our data is designed to be clean, actionable, and reliable.
POI & Merchant Data Licensing
Comprehensive, enriched, and continuously maintained POI data across thousands of categories.
​
Our POI dataset provides the depth and quality needed for mapping, analytics, retail intelligence, mobility platforms, and enterprise applications.
Key features:
-
40M+ POIs across Asia, Europe, and globally
-
40+ enriched attributes (hours, phone, website, social, status, etc.)
-
Category standardization using our 4,000-category taxonomy
-
Geometry options: points, polygons, and access points (where available)
-
Open/closed detection and rebrand/relocation tracking
-
Monthly or quarterly refresh cycles
-
Delivered via CSV, JSON, Parquet, API, or custom formats
Ideal for:
Mapping, fintech, OOH, retail analytics, search indexing, market intelligence
Mobile Location Data
Privacy-compliant mobile location data with strong APAC coverage and global reach.
Our mobile datasets provide device-level movement signals for visitation analytics, OOH attribution, mobility studies, and behavioral insights.
​
Key features:
-
Device-level event streams (lat/lon + timestamp)
-
Strong presence in Japan, Korea, Taiwan, Singapore, SE Asia, India
-
Weekly, monthly, or custom delivery windows
-
Historical archives (2024–2025+)
-
Optional filters: dwell time, speed, app metadata (where allowed)
-
Ready for footfall, competitive analysis, and OOH exposure modeling
​
Ideal for:
Adtech, OOH networks, agencies, mobility platforms, retail and real estate
Merchant Verification
High-accuracy merchant validation to improve authorization, risk scoring, and customer experience.
​
We enrich and verify merchant data for payment networks, issuers, processors, and fintech platforms.
What we verify:
-
Merchant name normalization
-
Category / MCC / business type
-
Address & precise geolocation
-
Business status (open, closed, moved, replaced)
-
Phone numbers, hours, web & social
-
Missing merchant uplift
Key benefits:
-
Increased authorization clarity
-
Reduced disputes and declines
-
Cleaner analytics and risk signals
-
Works globally with strong APAC accuracy
​
Ideal for:
Payments, fintech, acquiring banks, BNPL platforms, risk teams
POI + Mobility Intelligence (Upcoming, 2026)
A unified dataset combining POI accuracy with real-world mobility behavior.
​
This next-generation product merges our POI dataset with mobile visitation patterns to create a richer, analytics-ready intelligence layer.
​
What it includes:
-
POI attributes, polygons, and merchant metadata
-
Mobility-based visitation trends and dwell time
-
Category-level audience insights
-
Competitive & catchment modeling
-
OOH and retail performance signals
Built for:
Teams that need true real-world intelligence, not just static data.
​
Launching soon - contact us for early access.
