Data reports
Data-driven reports built for practical tool decisions, SEO discoverability, and AI answer-surface visibility.
- Benchmark
Updated Feb 13, 2026
A weighted benchmark of AI coding assistants and AI app builders across setup speed, collaboration, extensibility, pricing predictability, and lock-in risk.
8 toolsAvg score 3.49 - Adoption
Updated Feb 18, 2026
Official-source signals on AI tool adoption, trust gaps, and team readiness for coding workflows.
12 signals7 sources - Discoverability
Updated Feb 18, 2026
Official Google data signals translated into practical SEO and AI-answer discoverability actions.
4 signals4 sources