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Case Studies

Real-World Gaming Experiences with Responsible Safety

Location-based games create trust and safety challenges that most platforms never face. Players are walking outside, meeting in person, and interacting across age groups. For Niantic, the company behind Pokémon GO, the highest priority risk is the likelihood of physical or emotional harm, because that's unique to the experience they're creating. Niantic partnered with Alice to embed safety by design into every new feature before it reaches players.

Apr 24, 2026
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Company Info

Company Size

Industry

Gaming / Augmented Reality

About

Niantic is a technology company known for developing augmented reality (AR) mobile games including Pokémon GO, with over 100 million users worldwide. Niantic blends real-world exploration with digital experiences, creating location-based gaming environments that connect players both online and offline.

“If you let toxic or sketchy behavior flourish, it's hard to walk back from that. So if you can get folks thinking about these things early on, ideally it leads to better long-term outcomes.”

Jen Weedon
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Head of Adversarial Planning, Red Teaming& Safety by Design at Niantic
AT A GLANCE

Niantic builds real-world AR games and apps connecting over 100 million users worldwide. With location-based games like Pokémon GO comes a range of unique Trust & Safety challenges - spanning physical safety, toxicity, privacy, and cross-platform threat actor activity. To better understand these risks, Niantic's Trust & Safety team partnered with Alice for deep threat intelligence, abuse-scenario mapping, and red teaming. By identifying and tackling risks early in the product development cycle, Alice enables Niantic's Trust & Safety team to inform internal partners on how to build engaging, safe spaces for the full diversity of players who enjoy their games.

Challenge

As Niantic introduced more social features, both offline and online, the team faced multiple scenarios that could lead to safety and player experience risks: toxicity in content-based interactions, undesirable player behavior during offline meetups, and risks to the physical safety of players walking outside while playing.

As Jen Weedon, Head of Adversarial Planning and Safety by Design at Niantic, explains: the technology is constantly evolving, the potential for harm is enormous, and not fully understood yet, making detection extremely difficult.

How Alice Helped

Niantic's Trust & Safety team turned to Alice for its researchers, policy analysts, and circumvention experts, requesting deep threat intelligence and red teaming to proactively detect and prevent unknown risks and policy loopholes early in the product development cycle.

Niantic needed to understand all the scenarios that could go wrong and ensure they could either prevent them by creating new policies or understand the different safety needs for different demographics. For Pokémon GO, a family-friendly game, Niantic's tolerance for profane behavior is much lower than for a game aimed at adults. Customization in risk assessments was critical.

Alice combined abuse-scenario mapping and red teaming to stress test features before launch. First, Alice mapped potential risks ahead of product development so the team could build protections into the product before development begins. Then Alice red teamed those abuse scenarios through various player personas, testing across multiple geo-locations and mimicking threat activities to identify potential harms. This uncovered risks associated with physical gameplay, in-app abuse, security and privacy concerns, and vulnerabilities in product or moderation capabilities. Scenarios were also tested from a non-threat actor perspective to identify gameplay issues and potential dangers caused by normal gameplay.

Alice provided investigations into threat actor TTPs, reports, and actionable insights on how players could exploit features to carry out abuse or increase risk to their own safety. Niantic's product and development teams reviewed these findings and made several changes to ensure family safety, including adding user controls to customize who can see a player's real-life locations and updating codes of conduct for specific games. Alice also enabled Niantic to understand the cross-platform threat actor ecosystem, helping identify and stop bad actors misusing the platform for fraudulent activity and cheating.

The Results

By leveraging Alice's cross-platform intelligence,  Niantic now considers safety by design principles for every new feature development. They partner with game teams early in the design and development process to ensure they are considering privacy and physical safety and are prepared for safer launches.

As Jen describes it, developers expect a certain level of Trust & Safety support, and Niantic has been able to provide guidance so developers don't have to do the mental heavy lifting when building features. They use these findings to design features, make changes, or be as prepared as possible. This process has led Niantic employees to think more about responsible development in general, getting in early to reduce risks and create safer player experiences.

As Jen puts it: if you let toxic or sketchy behavior flourish, it's hard to walk back from that, so getting people thinking about these things early leads to better long-term outcomes.

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