Growth Case Studies
124 real company growth breakdowns with data and analysis
Perplexity
The AI-powered answer engine providing cited, real-time answers to complex questions, challenging traditional search with conversational AI.
Perplexity AI
AI-powered search engine providing cited answers. Grew to 100M+ monthly visits by being the anti-Google: direct answers instead of links.
Plaid
The fintech infrastructure company connecting consumer bank accounts to financial applications through APIs, powering thousands of fintech products.
Plaid
Financial data infrastructure connecting apps to bank accounts. Powers 12,000+ fintech apps. Became the API layer between old banking and new fintech.
PostHog
The open-source product analytics suite combining product analytics, session replay, feature flags, A/B testing, and surveys in one platform. Self-hostable and transparent — all code, finances, and company decisions are public.
PostHog
Open source product analytics platform. All-in-one product OS combining analytics, session replay, feature flags, and A/B testing.
Procore
Construction management platform connecting everyone on a construction project. $900M+ ARR from an industry with 0.5% tech adoption.
Ramp
The corporate card and spend management platform using AI to help businesses save money through automated expense management and insights.
Ramp
Corporate card and spend management platform. Fastest-growing SaaS company in history, reaching $100M ARR in 3 years by saving companies money instead of charging more.
Razorpay
Indian payment infrastructure powering 10M+ businesses. Built the payments layer that enables India digital economy.
Replit
The browser-based IDE and cloud development platform enabling anyone to code, deploy, and host applications from any device. AI-powered Ghostwriter and Replit Agent turn natural language into running applications, targeting the next billion developers.
Resend
The email API for developers with a focus on deliverability and developer experience, making transactional email simple to implement.
Resend
Developer-first email API built by the creator of react-email. Modern alternative to SendGrid with beautiful DX.
Retool
The low-code platform for building internal tools, enabling engineering teams to create custom business applications 10x faster.
Retool
Low-code platform for building internal tools. 27,000+ companies use Retool to build admin panels, dashboards, and workflows.
Rippling
Unified workforce platform combining HR, IT, and Finance. Built on a compound startup model with 12+ products.
Rippling
The workforce platform unifying HR, IT, and Finance systems to automate employee management from onboarding to offboarding.
Runway
The applied AI research company building creative AI tools for video generation, editing, and visual effects. Gen-2 and Gen-3 models set the standard for AI video before Sora, proving that AI-native creative tools can replace traditional production workflows.
Samsara
IoT platform for physical operations. Reached $800M+ ARR by connecting fleets, equipment, and facilities to the cloud.
Scale AI
The AI infrastructure company providing data labeling, model evaluation, and AI application platforms for enterprises and government.
Segment
Customer data platform collecting and routing data to 400+ tools. Acquired by Twilio for $3.2B.
ShipBob
E-commerce fulfillment platform. Network of 40+ fulfillment centers offering 2-day shipping for DTC brands.
Shopify
E-commerce platform powering 4.6 million online stores. Democratized online selling by making it accessible to non-technical merchants.
Shopify
The commerce platform powering millions of businesses with tools for online stores, payments, shipping, and now AI-powered commerce features.