Yelp Tech Radar: Deploying conversational AI and voice agents to drive revenue growth

Yelp is going all-in on AI, heavily investing in conversational interfaces and voice agents to drive top-line revenue growth and transform its core business model.

Executives confirmed the rollout of Yelp Assistant, a cross-category conversational AI chatbot designed to improve project matching, with project submissions increasing by 400% year-over-year.

They are also building and buying B2B AI software, launching Yelp Host—an AI-powered voice agent that answers restaurant phone calls—and acquiring Hatch, an AI lead management platform, to generate new SaaS subscription revenue.

Finally, Yelp is monetizing its proprietary reviews by standing up data licensing APIs to feed trusted local content to LLM partners like OpenAI and Apple.

Yelp's strategic push to capture mid-market and enterprise multi-location service professionals implies a need for major backend B2B infrastructure investments.

Because executives noted these sophisticated advertisers require deep integration to track ROI, Yelp will logically need to scale its API gateways, enterprise data pipelines, and third-party CRM capabilities to support this business change.

Additionally, Yelp's transition from a directory of links to a platform that facilitates direct "answers and actions" implies a necessary technological shift toward robust transactional architecture and payment routing to support booking partners like DoorDash and RepairPal."All sourced directly from Yelp's Q4 2025 earnings call and 2026 Morgan Stanley Technology presentation."