Side-by-side comparison of AI visibility scores, market position, and capabilities
SF competitive benchmarking platform with 4,500+ companies contributing $4B+ ad spend for real-time DTC peer benchmarks; YC W21 $4M raised using data co-op for CAC and ROAS industry comparisons.
Varos is a San Francisco-based AI-powered competitive benchmarking platform operating the largest first-party data cooperative in digital marketing — enabling direct-to-consumer brands, e-commerce companies, and digital agencies to benchmark their paid acquisition performance (CAC, CPM, CTR, conversion rates, ROAS) against industry-specific peers using anonymized data contributed by 4,500+ participating companies representing $4 billion+ in annual advertising spend. Founded and backed by Y Combinator (W21) with $4.13 million raised from C3 Ventures, Y Combinator, and others, Varos operates a give-to-get model where brands share their own metrics to access the cooperative benchmark database.
Web3 authentication and account abstraction infrastructure enabling gasless transactions and simplified dApp onboarding; ERC-4337 implementation allows dApps to sponsor gas fees on behalf of users and accept ERC-20 token gas payment for mainstream-accessible wallet experiences.
Biconomy is a Web3 infrastructure platform focused on making decentralized applications usable by mainstream audiences who are not familiar with cryptocurrency gas mechanics. Its core product implements account abstraction via ERC-4337, allowing dApp developers to sponsor gas fees on behalf of users, accept gas payment in ERC-20 tokens instead of native currency, and batch multiple on-chain transactions into a single user action. These capabilities transform the user experience from one requiring native token balances and technical awareness into something closer to a conventional web application workflow.
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