Niantic Spatial's Large Geospatial Model Maps a Million Scans a Week

After selling its game division for $3.5 billion, the company behind Pokémon Go is betting its future on a living map for robots and AI.

About Niantic

Published

The first thing you see is the sidewalk, cracked and familiar. Then, through your phone, a digital creature appears, perched on the fire hydrant you pass every day. For a moment, the world is two things at once: the place you live and a game board. This is the foundational illusion Niantic spent a decade perfecting. Now, the company has sold the game that taught the world that trick, and is betting everything on the map it built underneath.

In March 2025, Niantic sold its entire video game division, including the cultural juggernaut Pokémon Go, to Scopely for $3.5 billion [TechCrunch, 2025]. It distributed $350 million to shareholders and rebranded as Niantic Spatial Inc., a company focused on building the definitive digital twin of the physical world [Nukta, 2025]. With $250 million in fresh capital backing the new entity, Niantic Spatial is executing one of the most consequential pivots in recent tech history: from a consumer gaming giant to an enterprise-grade spatial intelligence layer [Nukta, 2025].

The map beneath the monsters

The bet rests on a proprietary asset accumulated almost as a byproduct of fun. For years, players of Ingress and Pokémon Go have been unwitting cartographers, submitting and reviewing real-world locations to become 'Wayspots' and 'PokéStops' through the Niantic Wayfarer system [Niantic Wayfarer, retrieved 2026]. More recently, the company incentivized players to use their phone cameras to scan these locations, capturing 3D geometry and textures. The result is what Niantic calls its Large Geospatial Model (LGM), a fusion of this visual data with its existing geospatial database [Niantic Labs, Nov 2024].

The platform's scale is its primary moat. Niantic Spatial reports that its system processes 1 million new scans weekly, has usable spatial data for 10 million global locations, and has over 1 million fully 'activated' locations where its Visual Positioning System (VPS) can pinpoint a device's orientation within centimeters [Niantic Spatial, 2025]. The VPS itself is a technical beast, trained on what the company claims are over 50 million neural networks with more than 150 trillion parameters [Niantic Labs, Nov 2024].

From Google Earth to the real-world metaverse

The ambition feels inevitable when you trace the lineage of founder and CEO John Hanke. He previously founded Keyhole Inc., the company whose technology became Google Earth after a 2004 acquisition, and later led Google's entire Geo division, overseeing Maps and Street View [Wikipedia, Unknown]. Niantic was born inside Google in 2010 before spinning out in 2015. The team he built reflects this deep expertise in mapping and computer vision, with CTO and co-founder Phil Keslin having led architecture at Keyhole and worked on Street View at Google [Wellfound, Unknown].

Round Amount (M USD)
2015 Series A 20
2017 Series B 30
2019 Series C 245
2021 Series D 300

The 2021 round, led by Coatue at a $9 billion valuation, was explicitly framed around building the 'real-world metaverse' [TechCrunch, 2021]. The 2025 sale and pivot crystallize that vague term into a concrete product roadmap: a platform for any device or AI that needs to understand and interact with physical space.

Building blocks for a spatial future

Niantic Spatial is now packaging its decade of R&D into three core platform functions it calls Capture, Localize, and Augment [Niantic Spatial, 2025]. The Scaniverse app allows anyone to create detailed 3D scans. The acquired 8th Wall platform enables WebAR experiences without a native app download [Niantic Labs, 2022]. And the underlying LGM is being designed to fuse with large language models, aiming to provide 'spatial intelligence' for embodied AI [Niantic Spatial, 2026].

A collaboration with Snap is underway to build an AI-powered map for future AR glasses [Voices of VR Podcast, Unknown]. This hints at the intended customer base: not the end-user, but the developers and hardware makers who will build the next generation of spatial applications.

The empty park problem

For all its formidable data assets, Niantic Spatial faces a fundamental market question. Its historical revenue, Pokémon Go alone generated an estimated $8 billion lifetime [Forbes, 2025], came from a consumer hit with extraordinary engagement. The new business model is unproven. Can a geospatial API command enterprise contracts large enough to replace the billion-dollar consumer engine it just sold? The most credible risk is that the platform remains a solution in search of a must-have, mass-market problem beyond its own former games.

The next twelve months

The watch points are now commercial and technical. Key milestones will be the announcement of flagship enterprise customers beyond Snap, the launch of a formal developer platform with clear pricing, and progress on the LGM's integration with leading AI models. The $250 million war chest provides a long runway, but the pressure is on to demonstrate that the map is more valuable than the games that populated it.

Sources

  1. [TechCrunch, 2021] Niantic raises $300M at a $9B valuation to build the 'real-world metaverse' | https://techcrunch.com/2021/11/22/niantic-raises-300m-at-a-9b-valuation-to-build-the-real-world-metaverse/
  2. [TechCrunch, 2025] Niantic sells its gaming division to Scopely | https://techcrunch.com/2025/03/...
  3. [Nukta, 2025] Details on Niantic sale and new entity funding | https://nukta.com/...
  4. [Niantic Labs, Nov 2024] Building a Large Geospatial Model to Achieve Spatial Intelligence | https://nianticlabs.com/news/largegeospatialmodel/
  5. [Niantic Spatial, 2025] Platform scale and core building blocks | https://niantic.com/spatial
  6. [Niantic Spatial, 2026] LGM integration with AI models | https://niantic.com/spatial
  7. [Niantic Wayfarer, retrieved 2026] About Niantic Wayfarer | https://wayfarer.nianticlabs.com
  8. [Niantic Labs, 2022] Acquisition of 8th Wall | https://nianticlabs.com/news/8thwallacquisition
  9. [Voices of VR Podcast, Unknown] Niantic and Snap collaboration | https://voicesofvr.com/...
  10. [Forbes, 2025] Pokémon Go lifetime revenue estimate | https://www.forbes.com/...
  11. [Wikipedia, Unknown] Niantic, Inc. and John Hanke background | https://en.wikipedia.org/wiki/Niantic,_Inc.
  12. [Wellfound, Unknown] Phil Keslin background | https://wellfound.com/...
  13. [Business Insider, 2019] Niantic cash-flow positive status | https://www.businessinsider.com/niantic-ceo-john-hanke-samsung-axiomatic-gaming-valuation-2019-1

Read on Startuply.vc