AI-Native Pricing Shifts from Bundles to Credits and Outcomes

Lovable's shift to output-based credits accompanied reported ARR growth from $40M to $400M in 14 months, with freemium, partnerships, and top-ups cited as levers; causal attribution remains company-reported. Recent enterprise pricing guidance reinforces credits, commitments, inference-cost management, and outcome pricing, but adds little experimental evidence.