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Matching Case Studiesnewest first
Lovable
by AntonLovable is an AI-powered vibe coding platform that launched in November 2024 and hit $200M ARR in under one year with 8M+ users, making it one of the fastest-growing SaaS companies in history. Elena Verna, Head of Growth, attributes the explosive growth to building in a hot emerging category, creating a genuinely lovable product experience, heavy reliance on word-of-mouth and founder/employee social media, and a unique approach to growth that prioritizes shipping new features and building in public over traditional optimization. The company maintains growth through constant product iteration, influencer marketing, and a culture of high-agency hiring that enables rapid experimentation.
RB2B
by Adam RobinsonAdam Robinson launched RB2B in March 2024 as a B2B lead generation tool after building Retention.com to $23.8M ARR with 6 employees. Using controversial LinkedIn storytelling (including posting about a cease-and-desist letter), he generated 1,600+ leads pre-launch with a 10% free-to-paid conversion rate. RB2B grew from $0 to $200K MRR by September 2024, adding an average of $60K new MRR per month, driven primarily by organic LinkedIn content and a simple freemium model.
First customers: LinkedIn organic content and Google Form signup link
AI Partnerships
by Tom KaurAI Partnerships is a pre-revenue SaaS company founded by serial entrepreneur Tom Kaur that partners with 15 mid-sized software companies (adding 1-2 per week) to white-label AI capabilities and services. The company raised $2.5M pre-seed at a $6M valuation and plans to go public to facilitate acquiring these affiliate partners, targeting 50 affiliates and 5,000+ customers by year-end. The model mirrors US Web's late-1990s playbook: establish affiliates in year one, acquire them in year two, and scale to $100M+ in revenues.
ID
by Hassan FahidID is a B2B SaaS platform helping commercial farms in Egypt hire and manage seasonal agricultural workers at scale. Founded by Hassan Fahid, the company raised $2M in February-March and has already onboarded 10 major farms with 1,200 engaged acres and 5,000 seasonal workers placed. Revenue launches in December with a hybrid pricing model ($1/acre/month plus 5% of worker wages), projected to generate $112,000+ monthly from current pilots.
First customers: Direct outreach to leading commercial farms in Egypt for validation and pilot testing
Volio
by Thomas BeattyVolio is a social trading platform that enables groups of friends, family, and colleagues to invest together while splitting trading fees. Founded by Thomas Beatty, a recovering investment banker, the platform addresses barriers to entry by lowering costs, enabling diversification, and leveraging collective intelligence. After raising $5 million and launching soft in March of last year, Volio has attracted hundreds of real-money users and is now expanding into crypto and exploring white-label partnerships with credit unions and community banks.
Mercor
by Brendan FoodieMercor is a labor marketplace connecting AI labs with expert professionals to evaluate and train AI models. Founded by 19-year-old Brendan Foodie in January 2023, the company grew from $0 to $400M in revenue run rate in just 16 months—the fastest ascent in history. The company operates at the intersection of the exploding demand for model evals and reinforcement learning, hiring highly skilled professionals (lawyers, software engineers, doctors, etc.) at $95-$500/hour to create evaluation rubrics and training data that improve model capabilities.
First customers: Referral from existing customer who introduced them to XAI co-founders
Verified
by Farhan AfsahiVerified is a B2B fraud prevention and verification API platform founded by 22-year-old Farhan Afsahi. After 10 months of development, the company has 27 paying customers generating $7,800 in annual run rate revenue (approximately $650 MRR) with an average customer paying $24-50 per month. The bootstrapped startup operates with a team of two and targets enterprise customers like banks and fintechs with access to over 300 global data sources, differentiating itself through real-time verification capabilities and data coverage of high-risk regions like China, Russia, and the Middle East.
First customers: Referral through founder's father's network in the logistics industry
appbroda
by Isheesh Agarwalappbroda is a bootstrapped SaaS platform launched in June 2021 that helps app and game developers monetize better through ad networks like Google AdMob, Meta, Iron Source, and AppLovin. The company serves 320 developers managing 1,400 games, processing $20-30M in annual ad revenue and taking an 8-12% take rate, resulting in a $2M run rate. Growth has been 100%+ year-over-year, driven primarily by cold email outreach and LinkedIn targeting.
SafeWo Labs
by PrabhatSafeWo Labs built a passwordless authentication plugin SDK that enables banks, e-commerce platforms, and cryptocurrency exchanges to authenticate users without passwords or one-time codes. Starting from zero in February 2021 with first code written in July 2020, they grew to $130,000 MRR in 12 months through product-led growth and community engagement, primarily via their 12,000-developer Discord and Slack communities. The company raised $1M total across pre-seed and seed rounds and is closing a $9M Series A at a $65M valuation.
First customers: Product-led growth and developer community engagement through Discord and Slack
Justify
by Joe ScalesJustify is a payment infrastructure platform for vertical SaaS companies, founded in January 2021 by Joe Scales and co-founder from Sports Engine. The company helps vertical SaaS platforms monetize payments and embedded fintech products (lending, card issuing, insurance) through a combination of payment processing infrastructure, LMS training (Engage), and analytics dashboards (Insights). With 24-48 platforms live on the platform managing approximately $5 billion in GMV, Justify has raised $10.6M in seed funding and operates with a team of 27, positioning itself as "payment and fintech sherpas" for vertical SaaS companies.
First customers: Founder relationships and knowledge from their vertical SaaS background; first platforms brought on in late summer 2020 (during incubation at Rally Ventures)