08/28/2026
Three years of our own product data, one big question: how are small businesses actually building their data stacks?
Turns out data infrastructure (databases, cloud storage) is steadily gaining ground while marketing and social tools are losing share. We also found a regional CRM gap that's held steady for 3 years straight — and dug into why.
SMBs only (under 1,000 employees), 34,000+ data points, broken down by data source, geography, and company size.
Full research here: https://www.klipfolio.com/articles/klipfolio-research-aug2026-three-year-data-stack-trends