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usage-based Startups

6 case studies with real revenue and traction data from usage-based startups.

6
Case Studies
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With Revenue Data
Briqby Bassem Hamdy

Bassem Hamdy built Briq, an AI orchestration platform for construction and manufacturing, after scaling Procore from $10M to $100M. The company now generates 8 figures in revenue using an unconventional enterprise sales approach that closes deals in 9 days by selling vision before demos and targeting CFOs instead of innovation teams. They grew from a $15K first deal to 8-figure revenue through a land-and-expand strategy with consumption-based pricing.

SaaSpartnershipsusage-basedvia The SaaS Podcast

PodPlay Technologies is a vertical SaaS platform for pickleball and racquet sport venues that grew from internal software used in founder Ben Borton's own ping pong venues. The company has reached $3M in contracted ARR serving 200 locations and 2,000 courts, with ACVs of $10k-$15k, and recently raised an $8M Series A in 2025.

SaaSotherusage-basedvia Nathan Latka Podcast
Vantacaby Dave Sawyer

Vantaca is a vertical SaaS platform for community association management companies that bootstrapped from low six figures in 2018 to $5-10M by 2022, then scaled to ~$50M ARR serving 6M homes after taking minority PE investment. The company expanded beyond pure SaaS into payments, treasury, and vendor monetization while maintaining majority ownership control.

SaaSotherusage-basedvia Nathan Latka Podcast
Dresmaby Siddharth Sinha

Dresma is an AI-powered platform launched in 2020 that helps global brands like Puma create and localize e-commerce content at scale. The company serves ~28 customers, generates ~$2M ARR, and has grown profitably with studio partnerships driving over 50% of revenue and enterprise customers paying up to $500K per year.

SaaSpartnershipsusage-basedvia Nathan Latka Podcast
Kukunby Raf Howery

Kukun is a B2B property data platform founded by Raf Howery that serves ~25 enterprise clients including banks, fintechs, and insurers with each paying $10K–$50K/month. The company has grown to nearly $5M ARR while staying bootstrapped and capital efficient, processing ~500,000 property addresses monthly with just 2 sales reps.

SaaSproduct-hunt-launchusage-basedvia Nathan Latka Podcast
Adprovalby Matthew Anderson

Adproval was a marketplace connecting bloggers and influencers with brands, founded by Matthew Anderson in 2011. Despite raising $300k and eventually generating over $200k in annual revenue through consulting services, the company failed after 6 years due to poor revenue model focusing on small commissions, lack of focus on the advertiser side, and founder burnout from depression and anxiety.

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