Location intelligence · Privacy-first

Location intelligencewithout locationsurveillance.

// k≥50 · res-10 H3 · device-only processing · 24h UUID rotation · theta sketch k=4096

01/ Privacy invariants · non-negotiable

Privacy is the architecture, not the brochure.

Most data companies say they take privacy seriously. We built it into the system so there's no choice but to. These four rules are enforced in code — they cannot be switched off by a sales team or waived for a big customer.

01 · On-device
0
bytes of raw GPS

Location data is processed entirely on the phone. Your exact coordinates are never transmitted — not to us, not to anyone.

02 · Spatial
Res-10
hexagonal zone only

We record which neighborhood-sized zone you're in (~15m cells), never your precise location. Think postal code, not street address.

03 · Aggregation
k≥50
minimum group size

We never report data unless at least 50 devices were present. Individuals cannot be singled out — by design, not just by policy.

04 · Identity
24h
ID rotation

Device IDs reset every 24 hours. There's no persistent user profile, no cross-day tracking, no behavioral history.

02/ Who this is for

Two ways to use Mosaic. One privacy standard.

App developers integrate our SDK to add a revenue stream that doesn't compromise their users. Data buyers get location intelligence they can actually use — and defend to legal, regulators, and their own customers.

AFor app developers

Add a revenue stream your users can trust.

Most location SDKs put your app — and your users — at risk. They transmit raw GPS, store personal data, and leave you exposed when a regulator comes knocking. Mosaic is built differently: location never leaves the device as raw data. You get the revenue. Your users keep their privacy.

  • Installs in under 2 hours — iOS and Android
  • Privacy built in: no raw GPS ever stored or transmitted
  • Earn recurring revenue on every compliant data batch
  • GDPR, CCPA, and ATT compliant out of the box — no legal review needed
  • Your users stay protected; your app stays clean
See the integration guide
BFor data buyers

Location intelligence you can act on — and defend.

Mosaic turns real-world movement into five commercially ready data products. Use them to answer the questions that drive real decisions: where do my customers go, who should I target, how does my business compare to the competition?

  • See which competitor locations your customers also visit
  • Build ad audiences without handling personal data
  • Understand where your customers actually live and work
  • Measure true footfall — not estimated, not modeled
  • Outputs pass a 50-device minimum so every result is group-level
Explore the data products
03/ The pipeline · end to end

How it works. Four steps.

From the moment a user taps "Allow" to the moment you query an insight, every step is designed to protect identity. Here's exactly what happens — no black boxes.

Stage 01

User consents

The user grants location access through your app's standard permission prompt. Nothing happens without explicit consent.

Permission gated · ATT compliant
Stage 02

Phone does the work

Location signals are converted into anonymized zone identifiers on the device itself. The original coordinates are discarded — they never leave the phone.

On-device · no raw coordinates stored
Stage 03

Safe data transmitted

Only the anonymized, aggregated output travels to our servers. It's about 32KB — smaller than a photo. No GPS, no user identity.

~32 KB · encrypted · no PII
Stage 04

Intelligence delivered

Data from millions of devices is aggregated into five ready-to-use intelligence products. Every output passes our 50-device minimum before it's ever served.

k≥50 enforced · 5 products · API + UI
04/ Data products

Five ways to use location intelligence.

Mosaic packages real-world movement data into five focused products. Each one answers a specific business question — foot traffic, audience targeting, trade area analysis, competitive benchmarking, or audience deduplication. All outputs pass a 50-device minimum before they're ever served.

01Core

Visitation Analytics

Foot traffic counts, dwell time, and visit frequency. Aggregated with k≥50 anonymity. No raw records.

Learn more →
02Adtech

Adtech Segments

Behavioral audience segments built from visit patterns. Reach users based on where they actually go.

Learn more →
03Analytics

Catchment Analysis

Trade areas drawn from actual customer behavior with H3 cell mapping. Not theoretical drive-time radii.

Learn more →
04Analytics

Benchmarking

Visit-share analytics across POI clusters. Understand real market position against competitors.

Learn more →
05Adtech

Audience Overlap

Theta Sketch intersection finds true cross-publisher reach. Mathematically, without swapping IDs.

Learn more →
05/ Request access

Location data you can stand behind.

Mosaic is in limited access with a small group of app developers and data buyers. If you want location intelligence that your legal team, your compliance officer, and your users can all be comfortable with — tell us about your use case.