LLMs Startups
3 case studies with real revenue and traction data from llms startups.
Third Web is a web3/blockchain developer platform founded by Furqan Rida that has built AI agents to automate business workflows. The company deployed 8-10 AI agents throughout their organization, including a sophisticated signup agent that researches inbound customers, identifies their company information, and sends personalized outreach emails. With 37 employees, Rida estimates the AI agents make the company feel like 80 people, demonstrating how a small team can achieve outsized productivity through AI automation.
NotebookLM is an AI-powered tool incubated within Google Labs that lets users upload documents, PDFs, articles, and other content to generate interactive summaries, study guides, and notably, AI-hosted podcast episodes called 'Deep Dives.' Launched about a year before this interview, the product went viral on social media with its surprisingly engaging audio overviews, attracting educators, students, and professionals. Built by a tiny team (3 engineers, 1 PM, 1 designer initially) operating like a startup within Google, the product has achieved strong retention metrics, 60,000 Discord members, and has caught the attention of enterprise companies interested in using it at scale.
Flowgrama, founded by Juan Montero, is an AI automation platform that helps bootstrappers build practical AI agents and automations to drive revenue. The platform focuses on use cases like social automation, business intelligence, and custom HR agents, addressing the gap where most founders use AI to save time but few actually monetize it.