Image of MrBeast protected shield icon showing that 64,000 prompt attacks blocked by the Salesforce Trust Layer
MrBeast logo

Salesforce's Trust Layer kept the high-stakes competition safe and secure.

Zero data retention, prompt injection defense, and zero-leakage AI architecture protected over a million players as they solved MrBeast’s puzzles.

The Results

64K
prompt attacks blocked by the Trust Layer
99.997 %
of attacks auto-blocked
0
toxic outputs generated

Safeguarding Players and Data

When Salesforce and MrBeast turned a Super Bowl commercial into a weeks-long, agentic-powered puzzle hunt, security had to be built in from the ground up. 

“For this to work, it didn’t just have to function — it had to function in a trusted, safe way,” said William Dressler, Regional VP – AI and Data Architecture. “When we started, there were no technical requirements. The only guidance we got was that it needed to safely support millions and millions of people — something no one had ever done before.”

The team knew they had to build a platform capable of withstanding extreme scale and visibility, protecting against bad actors, bot attacks, and coordinated distributed denial of service (DDoS) attacks. Every aspect had to ensure the integrity of the puzzle, the safety of participants, and the stability of the system under Super Bowl-scale demand.

Security Built Into Every Layer

Salesforce layered protection at every entry point of the experience — from the first click on the puzzle landing page all the way through every engagement with Slackbot — without adding a single point of friction for players. 

Salesforce Professional Services built this security framework from scratch, with no existing blueprint, anticipating threats and engineering safeguards that had never been needed on Salesforce before. 

At the perimeter:

  • Akamai provided edge protection, bot detection, and geo-filtering before traffic ever reached the platform — serving 90% of static content via Akamai NetStorage as static HTML to keep it completely off the Salesforce backend.
  • A dedicated AWS layer added another line of defense, with an API Gateway and web application firewall rate-limiting traffic to protect against DDoS attacks.
  • Serverless Lambda functions routed users across 78 independent Salesforce shards so that if one environment went down, the others kept running.
  • MuleSoft connected all 78 shards — along with every external platform and security tool in the stack — into a single, cohesive architecture, ensuring secure data flow across the entire experience.

Inside the experience:

  • Toxicity detection scanned every user input and Slackbot response simultaneously to keep the experience appropriate for an all-ages audience.
  • A machine learning-based prompt injection classification model ran in real time, layered with instruction defense, post-prompting review, and templated boundaries.

High-Volume Data Protection

To keep player data private, Slackbot only ever saw the bare minimum of information. Every conversation was processed in real time, but nothing was stored by external AI providers — and no player data was used to train third-party LLMs. Slackbot could only access what the logged-in user was already allowed to see.

A Redis cache held player profiles for 15 minutes at a time, so Slackbot could get most information quickly from memory instead of fetching it from Data 360 every time. That meant raw data was rarely retrieved directly, reducing the chances of interception or misuse. By design, this setup minimized exposure and kept sensitive player information protected at every step.

Security That Scaled With The Surge

When the Super Bowl commercial aired and millions of fans hit the platform at once, the architecture absorbed the surge without missing a beat. 

An Akamai waiting room acted as a pressure valve, letting users in at a controlled rate of 85,000 per minute to prevent database overload. Behind the scenes, DynamoDB partition sharding across more than 100 partitions gave millions of simultaneous writes a place to go, while AWS Private Connect kept all data transfers between the AWS layer and Salesforce off public networks.

“What made it possible was bringing together expertise across UI and UX, security and safety, scalability, and deep collaboration with engineering,” said Dressler. “We had the autonomy to build something we knew would work — something that would protect us, scale effectively, and anticipate the risks no one even knew to ask about yet, because no one fully understood what was possible.”

Over the course of the hunt, the system defended against 64,000 highly sophisticated prompt injection attacks — attempts to trick Slackbot into revealing puzzle answers. It blocked 99.997% automatically, with the remaining 0.003% caught by human oversight. 

Across 78 Salesforce shards, tens of thousands of LLM requests per minute, and 1 trillion tokens consumed in just a few days, the puzzle ran seamlessly, player data stayed secure, and zero toxic outputs were generated.

Why MrBeast Chose Salesforce

Trust and Privacy

The Trust Layer enforced governance at the infrastructure level, automatically running prompt injection detection, toxicity scanning, and audit logging. For a $1 million Super Bowl puzzle watched by millions, this always-on protection was essential to operate safely under extreme demand. 

Extensible Platform

Because Salesforce’s Agentic Enterprise Architecture is designed as a flexible, extensible platform, the team was able to combine first- and third-party tools into a single, cohesive system. This flexibility allowed them to meet unprecedented scale and complexity, customizing the architecture to support millions of players without rebuilding core systems from scratch.

Salesforce Professional Services

Salesforce Professional Services made architectural decisions in real time, anticipated security threats, and built never-before-needed safeguards. The ability to blaze new trails for what the platform can do — under pressure, on an impossible timeline — was essential to bringing this ambitious idea to life.

Featured Products

MrBeast logo

About the Company

Beast Industries is a global, creator-led conglomerate delivering high-stakes entertainment and ambitious fan experiences.