First-Party Physical-World Behavior Graph

The Real-World
Behavior Layer
for AI.

Your AI already knows what customers do on screens. LocatIQ gives it the other twenty-one hours — where people go, how often, in what sequence, and with what intent. First-party, consented, store-level accurate. No hardware. No third-party data.

Empower contextual & real-time engagement, fraud prevention, risk scoring and all your internal AI models.

0
Consented Users
0
Countries
0
Labeled Venues
0
Contextual Signals
4.3x
Uplift in Notification-to-Purchase
BNP Paribas TEB
270%
Customer Redemption Uplift
HSBC & The Entertainer
116%
Of Credit Card Spending Target
National Bank of Kuwait
84%
Conversion Uplift
Starbucks
💳 Visa Innovation Program
CARD NETWORK PARTNERS

Trusted by industry leaders across 4 continents

StarbucksBurger KingCarrefourBNP ParibasHSBCIs BankAkbankVakıfBankNBKTürkiye FinansMedia MarktSamsungAlshaya GroupApparel GroupAl-Futtaim GroupZubizuStarbucksBurger KingCarrefourBNP ParibasHSBCIs BankAkbankVakıfBankNBKTürkiye FinansMedia MarktSamsungAlshaya GroupApparel GroupAl-Futtaim GroupZubizu
Market Context

Three Forces Making
This Decision Urgent Now

The window for deploying first-party location intelligence is narrowing — and once a cardholder's habitual top-of-wallet choice is set, it's expensive to change.

01 / REGULATORY

Apple & Google Killed Third-Party Location Data

iOS ATT and Android privacy changes have made external location data increasingly unreliable and legally exposed. The only defensible architecture is first-party data collected inside your own app — which is exactly what LocatIQ enables.

02 / COMPETITIVE

Transaction Data Arrives After the Purchase Decision

Your card network tells you where a cardholder spent — after the money is gone. LocatIQ tells you where they're standing right now, before they open their wallet. That 90-second window is where card preference is decided.

03 / STRATEGIC

Whoever Shapes the Habit First, Keeps It

Card issuers running real-time location-triggered engagement capture lasting advantages in top-of-wallet preference. Once a customer's habitual card choice is set, it's costly to dislodge. The question is whether you're shaping that habit — or losing it to whoever does.

The Gap

Modern AI Lacks
Real-World Context.

Enterprises are making expensive decisions in the dark. Digital data is saturated — but physical-world behavior, where economic intent actually happens, stays invisible to current models.

WHAT AI SEES

A saturated digital surface

Text Logs Clickstreams Image Data Session Events Digital Intents

Every model in your stack is trained on the same commoditized digital exhaust. It describes roughly three hours of a customer's day — and nothing about the other twenty-one.

WHAT AI MISSES

The $4T offline economy

Where people go & spend? How often? With what context? Trip sequence?

Where people go, how frequently they return, what they do before and after, and the spending context around it. Structurally absent from every model — not because it's unimportant, but because nobody has been able to capture it responsibly at scale.

Why It Persists

The Offline Blind Spot
Is Structural.

No enterprise closes this by connecting more tools. The real-world behavior layer only works if three separate parties trust it at the same time — which is precisely why it has never been built.

ENTERPRISE TRUST

Banks, fintechs, and retailers must trust that the data layer will protect their users, preserve consent, and create enough value to justify integration.

PLATFORM TRUST

Apple and Google must see responsible background-location behavior: low battery impact, minimal unnecessary prompts, and privacy-safe collection logic.

USER TRUST

Users must understand the value, grant permission, and keep it enabled over time. If prompts feel invasive or notifications feel irrelevant, consent disappears.

NOT ENOUGH DATA

No single enterprise has enough consented, high-quality, cross-context physical behavior data on its own.

AGGREGATION IS DYING

Third-party aggregation is collapsing under privacy regulation. First-party, permissioned data is the only durable path.

RAW GPS ISN'T BEHAVIOR

Coordinates don't tell you what someone did. Venue-level interpretation does.

HARDWARE ISN'T A GRAPH

Beacons and cameras solve buildings, not behavior graphs. They don't travel with the customer.

The Platform

The Real-World Behavior Layer
That Gives AI Physical Context.

A first-party physical-world behavior graph your AI can train on, query, and act on — without violating privacy or relying on hardware.

LocatIQ platform layers: real-world signals from banking, fintech and loyalty apps feed the behavior graph of people, places, visits and sequences, which powers AI systems including risk models, decision engines and personalization.
01

Real-World Signals

Consented signals collected first-party, inside the apps your customers already trust.

BankingFintech RetailersLoyalty Programs
02

The Behavior Graph

Signals become behavior: who, where, how long, how often, and in what sequence. This is a behavioral system — not raw GPS, not geofencing, not breadcrumbs.

PeoplePlaces VisitsSequences
03

AI Systems

Physical context flows into the models you already run — improving decisions you're already making.

PersonalizationDecision EnginesRisk Models
The Category

Five Stages of Location.
Only One Predicts Intent.

Every previous generation solved part of the problem and stalled. Store-level, on-device predictive intent — powered by first-party data and AI — is where the category ends up.

STAGE 1

3P Panels

Cookies & MAIDs. Coarse, not actionable — and structurally exposed to privacy regulation.

STAGE 2

1P Geofence

First-party, but low accuracy. Knows the neighborhood, not the store.

STAGE 3

1P Purchase History

Reactive and stale. Confirms what already happened; can't influence what happens next.

STAGE 4

1P Sensor Hardware

Costly and limited in scale. Solves buildings you own, not customers as they move.

STAGE 5 · LOCATIQ

1P AI Prediction Engine

  • Store-level polygon precision
  • Minute-level freshness
  • Indoor + outdoor coverage
  • No hardware
  • Battery-safe, event-driven capture
Applications

One Privacy-Safe Behavior Graph.
Many Enterprise Decisions.

The same layer feeds every team that needs to know where a customer actually is, when it's happening, and with what intent.

INTENT
MovingTravelingBuying
LIFECYCLE CONTEXT
Churn SignalsRepeat VisitsCategory Transitions
RISK CONTEXT
Dwell AnomaliesImpossible TravelSudden Spikes
REALITY-GROUNDED SEGMENTS
New JobNew HomeNew CarLarge Basket

Travel & Cross-Border Spend

Pre-authorize foreign spend and reduce false declines before the customer is standing at the terminal.

Credit & Lending

Improve credit scoring with behavior context; detect new-job and new-income patterns as they emerge.

Next-Best-Offer

Trigger on real moments: moving home, car shopping, big-purchase windows.

Fraud & Security

Location-aware step-ups, impossible-travel detection, and fewer false positives on legitimate customers.

Customer Marketing

Real-world segment lift: high-spend clusters and competitor switchers, identified by behavior not guesswork.

Affluent Prediction

Identify high-value users who are invisible to income-only or deposit-only models.

Churn & Lifecycle

Detect fading engagement, lifestyle change, and negative signals early enough to act on them.

Loyalty & Retail Media

Merchant-funded offers delivered at the moment of intent, with closed-loop attribution.

Platform

Two Products. One Outcome:

Measurable Revenue Lift.

📱
PRODUCT 01

EngageIQ

Mobile Engagement Platform — the complete real-time location trigger engine that turns physical presence into personalized card offer delivery.

  • Store-level geofencing: indoor & outdoor, no hardware
  • Real-time push notification triggers via your existing push provider
  • Audience segmentation by visit pattern, frequency & dwell time
  • Card offer decisioning: right offer, right cardholder, right moment
  • A/B test infrastructure with control group management
  • Closed-loop attribution: notification → card transaction
  • iOS & Android SDK · under 200KB · 2-day integration
📊
PRODUCT 02

InsightIQ

Data & AI Intelligence Platform — behavioral intelligence from real-world visit patterns that powers your data science team and enriches your predictive models.

  • Physical visit frequency, dwell time & visit pattern analytics
  • AI-powered next purchase prediction models
  • Advanced audience segmentation for CRM export
  • Alternative credit scoring signals from merchant visit patterns
  • Merchant intelligence for lending & portfolio decisions
  • Competitive footfall benchmarking
  • API-first architecture integrates with your data warehouse
Solutions

Built for Every Player
in the Engagement Ecosystem

🏦

Payments & Banking

Engage cardholders before the transaction. Drive top-of-wallet usage, offer redemption lift, and card activation at the moment of purchase intent.

🎁

Loyalty Platforms

Drive foot traffic to merchant partners. Influence shopping journeys and channel engagement at exactly the right physical moment.

🛍️

Shopping & Retail

Increase store visits and sales with location-triggered engagement that meets customers when they're in buying mode — inside or outside your store.

📡

Telecom

Grow into payment and loyalty platforms by leveraging physical purchase intent. Create new revenue streams from your mobile subscriber base.

🛒

E-Commerce

Bridge online and offline. Discover your customers' in-store journeys to segment, engage and drive incremental omnichannel sales.

💳

BNPL & Fintech

Trigger usage at merchant locations. Drive activation for new accounts with real-time location signals that competitor BNPL apps can't match.

Architecture Advantage

Privacy by Design
Is Not a Feature.
It's Our Architecture.

We are structurally incapable of selling your customers' data — because we never hold it. Location events are processed in real time to generate a trigger. The raw coordinates are not retained, transmitted, or stored in attributable form. There is nothing to breach. Nothing to subpoena. Nothing to audit annually.

What This Means When Your Regulator Asks

"What consumer location data do you hold with this vendor?" — The answer is three sentences: It comes from your app. It's processed to generate an engagement trigger for you only. LocatIQ cannot access, retain, or sell it. That audit takes 20 minutes and comes back clean.

✕ Third-Party Data Vendors
Collect data from third-party app networks
Aggregate data across many brands
Sell data back to you as segments
You inherit their breach exposure
Annual legal review required
Exposed to FTC enforcement actions
iOS ATT significantly degrades data quality
✓ LocatIQ First-Party
Data collected inside your app only
Never pooled or shared across clients
Processed in real time — not retained
Zero breach surface — no data to expose
One-time legal review, permanent compliance
Survives all privacy regulation changes
iOS ATT doesn't affect architecture at all
ESTIMATED ANNUAL COMPLIANCE COST AVOIDANCE
$100K – $300K
vs. managing a third-party location data vendor: legal review, sub-processor management, ongoing regulatory monitoring
Results

Proof, Not Promises.
Real Campaigns. Real Clients.

23 case studies from live deployments across banking, retail, and loyalty. Filter by client or browse all.

VakıfBank
Increase Share-of-Wallet in Gas Stations
416%

Better conversion rate, reaching over 30,000 customers.

Türkiye Finans
Increase Share-of-Wallet in Supermarket
11x

Drove incremental card usage with an 11x conversion rate.

Starbucks
Incremental Revenue
64.23%

Drove incremental revenue with a 64.23% conversion rate.

Enterprise Client
Retaining Location Permission
2.4x

Real-time engagement helped retain location permission 2.4x longer.

National Bank of Kuwait
Increasing Activation & Wallet Share
116%

Exceeded credit card spending target, achieving 116% of goal.

Starbucks
Generate Sustained Lift, Increase Revenue
84%

Conversion uplift achieved by targeting customers at the right time and location.

HSBC & The Entertainer
Increase Frequency of Usage & Activation
270%

Customer redemption uplift during the campaign, with 24% post-campaign sustained lift.

CarrefourSA
Enhancing CX and Personalization
7x

Increased conversion rate compared to other channels.

Starbucks
Increasing Revenue & Activation
10%→32%

Improved notification-to-purchase rate for churned customers.

Starbucks
Re-Activates Churn Customers
34.9%

Conversion rate among churned customers, driving a 72% increase in revenue vs. previous months.

BNP Paribas TEB
Credit Card Usage
4.3x

Achieved 6.4% notification-to-purchase compared to traditional campaigns.

National Bank of Kuwait
Credit Card Usage
5x

Increased conversion (notification-to-purchase) by 5x.

MediaMarkt
Increasing Store Traffic
3x

Increased notification-to-store visits by 3x.

BNP Paribas TEB
Personal Loan Usage
14.6%

Reached 14.6% intention-to-buy and 3.3% notification-to-purchase on the personal loan campaign.

Samsung
Programmatic Retargeting
60%

Real-time programmatic remarketing ads on outdoor displays achieved a 60% increase in efficiency.

ZUBIZU
Increasing Customer Base Sharing Location
2.5x

Increased customer base with location permission by 2.5x.

BNP Paribas TEB
Personal Loan Usage
2.3%

Reached 2.3% notification-to-purchase on the personal loan campaign.

ZUBIZU
Increasing Engagement
20x

Increased notification-to-click by 20x.

ZUBIZU
Increasing Foot Traffic
61%

Increased visits to Adidas retail stores by 61%.

MediaMarkt
Best Message Content
229%

Reached 229% higher notification-to-store with the most effective message content.

BNP Paribas TEB
Deposit Accounts
4.3x

Reached 6.5% notification-to-purchase on their new deposit account opening campaign.

Türkiye İş Bankası
Increased Conversion Rate by 15X
15X

19.9% of ski resort visitors applied for the credit card — 15x the industry average, with a 20% spending increase.

Türkiye İş Bankası
Connects Customers to Nature with 3.8X Engagement
380%

Eco-location-triggered sustainability campaign drove a 380% lift in conversion and a 251% rise in app usage.

What Clients Say

Trusted by Leaders Who
Measure Everything

"

LocatIQ has been an invaluable partner, helping us leverage data and technology to enhance contextual marketing, strengthen customer relationships, and meet the evolving needs of millions, perfectly aligned with our priorities and beyond.

İŞ
Retail Banking Marketing Division
Enterprise Client
İşbank
"

As KPMG, we support the end-to-end service we have been providing to the financial services sector with our collaboration with value-added fintech companies such as LocatIQ. Touching and accompanying the customer at every stage, making their journey more enjoyable and easier, and providing better service are possible with LocatIQ's technology that offers the right actionable insight at the right time.

SC
Sinem Cantürk
Partner, Fintech & Digital Finance Leader
KPMG Turkey
"

We partnered with LocatIQ to understand the purchase behavior of the customers even before they make that particular purchase. With LocatIQ's capabilities, we are able to engage with customers with timely push notifications to influence their buying behavior and to create delightful shopping experiences.

MS
Mehmet Sezgin
Cofounder & CEO
MyGini
For Mobile & Product Teams

Integration That Won't
Break Your Sprint Cycle.

We built LocatIQ with the understanding that your mobile team is the gatekeeper — and that you need to be able to say yes without adding risk to your app's performance, security, or release schedule.

🔒

ISO 27001:2022 Compliant

Full ISO 27001:2022 certification available for your InfoSec team

📋

AppSec Package Ready

Binary composition report, data flow diagram, pen test results — ready to submit

📄

Privacy Documentation

Pre-built DPA, DPIA template, CCPA compliance documentation

👨‍💻

Dedicated Integration Engineer

Named engineer on your Slack/Teams for the first 30 days

🔗

Existing Stack Integration

Works with Braze, Salesforce MC, Firebase — no rip-and-replace

📖

Bank Reference Docs

Integration playbooks from live bank deployments available on request

Recognition
🏆

Forbes Fintech 50

Named among the world's 50 most promising fintech companies

💳

Visa Innovation Program

Selected for the Visa Innovation Europe Program

🥈

Smarties X Global

Finalist — Real-Time Marketing category, MMA Global Awards

🌍

4 Continents

Live deployments across North America, Europe, Asia and Africa

News

Recognition, Milestones
& What We're Up To.

A running log of awards, partnerships, and appearances from the LocatIQ (Mall IQ, Inc.) team.

🏆 Feb 24, 2026

Named "The Global Fintech" by KPMG

LocatIQ was honored for the second consecutive year within KPMG's Pioneers of Digital Finance program, recognized alongside the Fintech Association of Uzbekistan.

Read more →
💙 Jan 19, 2026

Team Members Join Women in Tech Advisory Council

Two members of our team were selected to the Young Advisory Council of the Women in Tech Association, at a launch event hosted by Mastercard.

Read more →
🏆 Jan 14, 2026

Bronze at the MMA Smarties MEA Awards

Our real-time engagement campaign with Türkiye İş Bankası, "Ski, Spend, Save," took home Bronze in the Personalization category.

Read more →
🎙️ Nov 11, 2025

On the Loyalize Podcast

Our Co-Founder & CEO joined the Loyalize Podcast to talk about balancing precision and empathy in loyalty, and where location intelligence takes customer engagement next.

Read more →
🚀 Oct 3, 2025

On Stage at Finovate

Our CEO and COO showed how LocatIQ helps financial institutions unlock high-value customers, drive card activation, grow wallet share, and reduce risk with AI.

Read more →
🏆 Jun 20, 2025

B2B SaaS Startup of the Year — Nexus Awards

Selected from more than 800 nominees across MENAPT, Central Asia and the Caucasus at the 2025 Nexus Awards in Baku, powered by Scale AI.

Read more →
🏆 Jun 14, 2025

Global Fintech of the Year

KPMG Türkiye and Istanbul Fintech Week recognized LocatIQ in the "Pioneers of Digital Finance 2025" program for our privacy-first approach to customer engagement.

Read more →
🌍 Dec 17, 2024

MMA Smarties Silver — Sustainable Real-Time Banking

Our "Geleceğe Orman" project with Türkiye İş Bankası won Silver in Social Impact Marketing at the MMA MEA Smarties Awards.

Read more →
🏆 May 8, 2022

MMA MENA Smarties Gold — with NBK

Our "Activation & Wallet Share Campaign" with National Bank of Kuwait, using location-powered audience retargeting, won Gold at the MMA MENA Smarties Awards.

Read more →
About LocatIQ

Built by Practitioners.
Not by Ad-Tech
Executives.

LocatIQ was founded by practitioners who built location and data infrastructure from inside banks and mobile platforms — not by ad-tech executives pivoting to fintech. We understand bank procurement, AppSec requirements, compliance constraints, and closed-loop attribution from the inside because we've been on the other side of that table.

HEADQUARTERS
Mall IQ, Inc.
5201 Great America Pkwy Suite 320
Santa Clara, CA 95054
United States
The Team

Built by People Who Have
Shipped This Before.

Co-founders from Cisco, Qualcomm and Fuze, plus a global operations and ML team across four countries.

Batu Sat, Ph.D.

CO-FOUNDER & CEO

20+ years in R&D and enterprise ML/AI. Ph.D., University of Illinois.

CISCO · MICROSOFT · FUZE

Ferit Ozan Akgul, Ph.D.

CO-FOUNDER & CTO

15+ years in location and wireless systems. Ph.D., Worcester Polytechnic Institute.

QUALCOMM · SKYHOOK

Firuze Duygu Caliskan, M.Sc.

CHIEF OPERATING OFFICER

15+ years in global operations and customer success. M.Sc., Missouri S&T.

SOJITZ

SAN FRANCISCO (HQ)  ·  NEW YORK  ·  ISTANBUL  ·  SINGAPORE

The Vision

As AI moves from insight to decision-making,
it needs to understand the physical world.

When it needs to know where someone actually is, when behavior is happening, and with what intent — it will call LocatIQ.

Independent Privacy-first Model-agnostic Infrastructure-grade

Give Your AI the
Physical World.

See what the behavior layer surfaces inside your own app — with your users, your venues, and your models.