Map Applications & Location Tracking
Folder: 04 - TECHNOLOGY & SURVEILLANCE Source note: SRC - Maps & Location
Why Location Data Is Different
Every other category of data in this vault maps who you are — your interests, your emotions, your relationships, your beliefs.
Location data maps what you do. Where you go, when, how often, with whom, and for how long. It is the physical record of your life.
A deputy police chief described Google’s location database as showing “the whole pattern of life.” That is not hyperbole. That is a direct quote from someone who used it. verified
Niantic & Pokémon GO —
The Most Important Case Study
In This Vault
You mentioned this in the conversation that started all of this. You were right. And it just got confirmed at a scale nobody fully appreciated until now.
What happened — documented and fully confirmed: verified
In 2016 Niantic launched Pokémon GO. 500 million people installed it in 60 days. At its peak it had 230 million monthly active users. Players walked through cities, parks, streets, and landmarks pointing their phones at the physical world to catch virtual creatures.
What they were actually doing was building a map.
Every scan of a PokéStop, every AR scan of a statue, every Field Research task that asked players to scan real-world landmarks in exchange for in-game rewards — all of it was feeding a database.
The scale of what was collected: verified
- 30 billion images
- Captured from a pedestrian perspective — ground level, from every angle
- Covering nearly every major city on the planet
- Tied to precise GPS coordinates
- Centimetre-level accuracy
- More than 10 million scanned locations worldwide
- 1 million new scans added every week — still growing
- 50 million neural networks trained — each representing a specific location or angle
This is called the Niantic Visual Positioning System (VPS). It is the largest geospatial dataset ever created by human beings. It was built entirely for free by hundreds of millions of people who thought they were playing a game.
What it is now being used for: verified
On March 13, 2026 — six days ago — Niantic Spatial announced a commercial partnership with Coco Robotics to use the VPS to navigate delivery robots through city streets. The robots cannot use GPS in dense urban environments because satellite signals bounce off buildings. Instead they use the Pokémon GO map — comparing live camera feeds against the 30 billion image database — to position themselves to within a few centimetres.
Brian McClendon, CTO of Niantic Spatial and one of the original creators of Google Earth, stated plainly: “We know where you’re standing within several centimetres of accuracy and, most importantly, where you’re looking.”
The corporate structure: verified Niantic has since split into two companies. The games — including Pokémon GO — were sold to Scopely, which is owned by Saudi Arabia’s Public Investment Fund. Niantic Spatial — the company that holds the 30 billion image database and the VPS technology — was retained by the original investors and is now a pure AI and robotics infrastructure company.
The game generated the data. The data company was carved out. The infrastructure is now being licensed to anyone willing to pay for it.
The honest assessment:
Niantic has stated that PokéStop scanning was opt-in and clearly disclosed in their terms. This is technically true. The broader gameplay — walking around pointing your phone at the world — was not framed as data collection. The scale of what was being built was not disclosed to players.
Popular Science put it accurately: “It’s a stark example of how crowdsourced data, seemingly collected for one purpose, can be quietly repurposed years later for something quite different.” verified
The delivery robots rolling down sidewalks in 2026 navigate a world that hundreds of millions of people mapped for free on their weekends because it was fun.
The law enforcement question: investigate Popular Science noted that a tool capable of pinpointing location to within centimetres based on landmarks in a photograph could be extremely useful to law enforcement. Niantic has not indicated any plans to provide VPS data to authorities. That is a stated position, not a technical limitation. Monitor this. investigate
The connection to this vault: This is The Managed World in one story. A product designed as entertainment that was simultaneously an infrastructure project. The entertainment was real. The infrastructure was the point. The users were the labour force. None of them were paid. All of them consented — technically, in terms they never read, to something whose scale and purpose was never explained to them.
Google Maps — The Sensorvault
Google Maps is used by 67% of smartphone users who use navigation apps. The data it generates is the most valuable location dataset in civilian hands.
The Sensorvault: Google maintained a database called Sensorvault containing detailed location records from hundreds of millions of devices worldwide — going back nearly a decade. verified
Law enforcement used it through geofence warrants — court orders directing Google to identify every device present within a specific geographic area during a specific time window.
The scale of use: verified
- 982 geofence warrants in 2018
- 8,396 in 2019
- 11,554 in 2020 — a 1,500% increase in two years
- By 2021, geofence data requests were 25% of all law enforcement requests to Google
In 2020 law enforcement served Google with more than 11,500 geofence warrants. Google was the most common recipient — and for years the only company known to comply. verified
Albert Fox Cahn, executive director of the Surveillance Technology Oversight Project: “Google is increasingly the cornerstone of American policing.” #verified
The human cost: Jorge Molina spent six days in jail and lost his job after he forgot to sign out of Google before lending his phone to a man later arrested for murder. His location data — via geofence warrant — made him a suspect. He was innocent. He was identified and detained by an algorithm that did not know that. verified
The December 2023 change: Google announced it would store location history locally on-device rather than server-side — blocking future geofence warrant compliance. The change rolled out through 2024. verified
Google deserves credit for this. The EFF also noted that Google was the only company that had been collecting and storing data in this way at this scale in the first place. Credit for stopping is not the same as credit for not starting.
Additionally — Google has a documented history of making privacy-protective promises and not fully following through. EPIC confirmed Google failed to delete abortion clinic location data as promised in approximately 50% of tests by January 2024. Trust the architecture. Verify the promise. credible
What replaced Google: When Google moved location data on-device, law enforcement shifted to telecom companies — AT&T, T-Mobile — for location data via tower dump warrants. Cell tower accuracy: 50–500 metres. Google’s was 2–5 metres. The surveillance continues. It became less precise and more broadly targeted. More innocent people get caught in wider nets. verified
Apple Maps — The Honest Alternative
Apple Maps was designed from the ground up to avoid storing personal location data server-side.
Apple has stated it is technically unable to comply with geofence warrants. The EFF confirmed Apple is the only major tech company not known to have responded to geofence warrants. #verified
This is not a marketing position. It is an architectural one. The data was never stored in a way that made compliance possible. You cannot hand over data you do not have.
For location privacy this is the clearest single practical recommendation in this vault: use Apple Maps over Google Maps. The difference is documented, confirmed by the EFF, and architectural — not just a policy promise.
Waze
Owned by Google since 2013. Collects real-time location data from all active users to build live traffic models. Popular Science noted that law enforcement has allegedly accessed or purchased user-generated content from Waze to assist police investigations. Status: investigate — confirm specific documented cases.
The Broader Location Data Ecosystem
Map apps are one layer. The full location surveillance architecture includes:
Mobile carriers: AT&T, T-Mobile, Verizon collect real-time location from cell towers for every active phone. The FCC investigated major US carriers in 2022 after confirmed illegal sales of consumer location data to bounty hunters and rogue law enforcement officers. verified
Data brokers: Companies that purchase location data from apps and carriers, aggregate it, and sell it to anyone willing to pay — including law enforcement agencies that want to bypass warrant requirements entirely. This is legal. It is documented. It is largely unregulated. verified
The warrant bypass: Law enforcement can purchase location data from commercial brokers without a warrant. The same data that would require a court order if requested directly from Google can be purchased commercially with no judicial oversight. The Fourth Amendment gap is documented in academic legal literature. verified
The Pattern
Every entity in this note — Niantic, Google, mobile carriers, data brokers — built infrastructure that maps the physical movement of human beings with precision that was previously only available to military intelligence operations.
They built it with consumer products people chose to use. They stored it in databases people did not know existed. They sold access to it to parties people never consented to.
And the people whose movements were mapped funded the infrastructure that maps them through the money they spent on the games and phones and apps they used to be mapped.
I. The Observer who understands this does not stop moving. They move differently.
Practical Steps
- Use Apple Maps over Google Maps — architectural difference, not just policy verified
- Disable location services for all apps that do not require them: Settings → Privacy → Location Services
- Set all apps to “While Using” not “Always”
- Disable Precise Location for social media apps — approximate location only
- Consider a VPN for masking IP-based location inference
- See Digital Privacy & Protection
Linked Notes
Surveillance Capitalism · The Managed World · The Planetary Nervous System · Apple · Google & Alphabet · Digital Privacy & Protection · The Pattern of Revelation · I. The Observer · SRC - Maps & Location