Bandit Network provides the structured incentive layer that AI agents require to interact meaningfully with the Web3 ecosystem. As agents increasingly take over on-chain tasks—such as yield optimization, NFT trading, or governance participation—they need clear, machine-readable definitions of what actions lead to what rewards. Bandit’s SDKs and quest frameworks essentially create a map of incentivized actions that an agentic workflow can navigate and execute.
While the company currently markets to human marketing teams, their infrastructure is a prerequisite for the "Agentic Web." By standardizing how on-chain actions are verified and rewarded, Bandit provides the objective functions that autonomous agents use to maximize value for their owners. Their role in the stack is as an incentive coordinator, bridging the gap between a protocol's desire for specific behaviors and an agent's ability to fulfill them.
Bandit Network is a set of developer tools designed to solve the retention and acquisition problems inherent in the Web3 sector. Founded in 2022 by Arjun Shetty and Sandesh Suvarna, the company operates out of Dubai, providing a specialized suite for what it calls the "Complete Web3 Growth Suite." Unlike consumer-facing quest platforms that aggregate users into a third-party marketplace, Bandit focuses on white-labeled solutions. This allows blockchain projects to host reward programs, leaderboards, and referral systems directly within their own applications.
The core of the offering is a collection of toolkits for quests, referrals, and call-to-action buttons. These are not merely front-end components; they are integrated with an underlying analytics engine that verifies on-chain actions. This structure address the shift in Web3 marketing from broad airdrops toward granular, merit-based distribution. By tracking specific user behaviors—such as minting an NFT or performing a cross-chain swap—Bandit enables projects to reward genuine engagement rather than simple wallet presence.
The technical strategy relies heavily on a Points SDK. This approach is increasingly popular as protocols look for ways to manage complex incentive programs without building the backend logic from scratch. The SDK allows developers to define custom "actions" that trigger rewards, which are then reflected in real-time leaderboards. In the case of Yoki Origins on Astar’s zkEVM network, this technology was used to manage millions of NFT mints, providing the infrastructure to scale rewards without the protocol team needing to maintain a proprietary point-tracking database.
Bandit also manages a "Growth Network," which facilitates partnerships between projects. For instance, Brave browser has used Bandit to manage specific events, such as the Sage Burn event, where NFT holders exchanged assets for unique rewards. This network effect provides distribution for smaller projects by connecting them with established platforms that have large, active user bases.
In the competitive landscape of Web3 marketing, Bandit sits between raw analytics providers and high-traffic quest portals. Their differentiator is the level of customization. While platforms like Galxe provide high visibility to a broad audience, they often lead to high "churn" once the incentive ends. Bandit argues that by embedding these tools directly into a project's own surface via a widget or SDK, brands can build more direct, long-term relationships with their users.
The challenge for Bandit, and the sector as a whole, is the ongoing battle against sybil attacks—where automated bots attempt to farm rewards. While the company provides analytics and verification, the effectiveness of these tools depends on the quality of the on-chain data they ingest. As the market matures, Bandit is positioned as the plumbing for decentralized engagement, moving away from the "hype" cycles of early crypto marketing toward a more data-driven, measurable framework for growth.
White-labeled marketing solutions for Web3 projects.
Bandit Network is hiring.