Analytics Startups

ClaimCompass helps travelers automatically process flight disruption claims and receive compensation up to $700 per flight, taking a commission from successful cases. Founded in 2015 by Alexander Sumin and others, the company raised $200K from 500 Startups in October 2016 and grew 10x within months through aggressive paid advertising and a successful Product Hunt launch that generated 1,500 free leads.

Khalid Salid founded InVesp in 2006, a conversion optimization consulting agency that helps enterprise clients like eBay, O'Reilly, 3M, and Dish Network increase online revenue. Starting with $15-20K in first year revenue while maintaining a $100K+ corporate salary, the company grew to over $1 million by 2011 through high-touch consulting ($8,000+/month retainers averaging 15-24 months). By 2016, Khalid decided to transition the business into a SaaS platform offering A/B testing, heatmaps, video recording, and analytics to compete in the conversion optimization software space.

AirDNA is a bootstrapped SaaS platform that provides data analytics and pricing optimization tools for Airbnb hosts and real estate investors. Founded in 2014 by Scott Schatford, the company grew to $375k MRR with 5,000+ paid consumer subscribers and hundreds of B2B customers (hotels, REITs, academics) through organic growth driven by SEO, content marketing, and press coverage. The platform scrapes ~10 million Airbnb properties daily to deliver market intelligence on pricing, competition, and investment opportunities.