Methodology

How the AI Intensity Score works.

SaaSocalypse ranks public SaaS companies by the strength and specificity of their AI transformation signals. It is an intelligence index, not a stock-picking system.

What AIS measures

AIS measures the density and quality of AI transformation evidence across company disclosures. It rewards concrete products, partnerships, customer proof, and monetization language more than generic AI mentions.

What movement means

Quarterly movement shows whether a company’s AI narrative and evidence base are accelerating, flattening, or weakening over time. It is designed to make change visible, not just absolute rank.

Signal categories

  • AI product launches and feature rollouts
  • Partnerships with model providers and AI infrastructure vendors
  • Customer adoption proof points and named deployments
  • AI product revenue and monetization references
  • Executive commentary frequency, specificity, and context

What the platform is

  • An evidence-backed ranking and intelligence layer for SaaS AI transformation.
  • A way to compare executive narratives with actual product and adoption signals.
  • A research surface for identifying leaders, laggards, and hype patterns.

What the platform is not

  • Not a generic finance dashboard.
  • Not a raw sentiment engine.
  • Not a claim that SaaS is dying.