Data reports

Data-driven reports built for practical tool decisions, SEO discoverability, and AI answer-surface visibility.

• Benchmark

  Updated Feb 13, 2026

  AI coding tools benchmark (Q1 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

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• Adoption

  Updated Feb 18, 2026

  AI adoption and trust signals (2026)

  Official-source signals on AI tool adoption, trust gaps, and team readiness for coding workflows.

  12 signals7 sources

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• Discoverability

  Updated Feb 18, 2026

  SEO and AI-answer discoverability signals (2026)

  Official Google data signals translated into practical SEO and AI-answer discoverability actions.

  4 signals4 sources

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