AI Requirements Index vs Knoku

Download the AI Requirements Index: the daily share of tech job listings requiring AI skills, by tier, category and seniority. Free, CC BY 4.0, CSV and JSON.

Knoku turns your docs into an AI assistant your users can actually talk to.

About AI Requirements Index

Download the AI Requirements Index: the daily share of tech job listings requiring AI skills, by tier, category and seniority. Free, CC BY 4.0, CSV and JSON. Skill trends, comparisons, salary context, resume help and long-form guides, jump straight to what brings people back. As of September 2026, 11.7% of active data job listings mention at least one AI skill, according to the AI Requirements Index, which tracks generative-AI and classic-ML skill mentions daily and is released free under CC BY 4.0.

About Knoku

Knoku turns your docs into an AI assistant your users can actually talk to. Answer everywhere with citations, and see what your docs are missing. Track deflection, traffic, repeated questions, and knowledge gaps in one place. See how many questions were answered before they became tickets, across every channel. Find the repeated questions and knowledge gaps your team should fix next. Track where users ask from and which channels create the most support demand. GitHub sync Connect a GitHub repo and sync Markdown docs into your index, kept current on each commit, with citations back to the file on GitHub.