Your Users Are Real People – Right?

eCommerce is evolving beyond pure transactions into content-driven, ad-supported ecosystems, with generative AI enabling hyper-personalized discovery and seller-side automation that increases conversion rates. Marketplaces are capitalizing on two-sided models, leveraging first-party data and immersive experiences like live shopping to drive higher-margin revenue. With millions of listings changing hands daily, the risk of counterfeit goods, fake product reviews, and fraudulent payment methods is ever-present.

Social platforms are transitioning from traditional ad-based models to the attention economy, where AI-generated content, microtransactions, and direct creator monetization are deepening engagement while brands shift budgets toward social commerce. A “blue check” is both a sign of a real person interacting online, and a signal that a platform values its userbase.

Rideshare & delivery platforms are optimizing for profitability, using AI-driven dynamic pricing, fleet electrification, and global expansion into underpenetrated markets to unlock new revenue. Long-term, hybrid human-autonomous networks will reduce costs while increasing supply-side efficiency. The decentralized nature of freelance and gig economy marketplaces increases the complexity of establishing Trust & Safety.

Peer-to-peer sharing is experiencing a strong resurgence. As consumers seek asset-light lifestyles, these platforms are strengthening two-sided marketplace network effects while integrating fintech solutions like embedded payments and BNPL to increase transaction volumes. Peer-to-peer marketplaces thrive on the trust between individuals. Rigorous identity checks are necessary to prevent fraud, identity theft, and even violent crimes, yet these need to be done without negatively impacting the experience for good users.