Free tools

Free tools for teams shipping with AI

Quick, honest benchmarks for SaaS and engineering teams. Each takes about 30 seconds. No login, no cost.

GEO Grader

Search is moving from blue links to AI answers. If ChatGPT, Claude and Perplexity can’t parse your page, you won’t get cited. Paste your URL and get a free GEO score with the exact fixes that make AI surface you.

Grade my page — free Free

PR Cycle Time Calculator

Most engineering teams have no idea where their shipping speed actually sits. This free benchmark tells you in under a minute, and shows you the one bottleneck slowing you down most.

Benchmark my team — free Free

Token-to-Revenue Calculator

Most teams obsessively track how many tokens they burn. Almost none track what those tokens return. This free calculator turns your usage into a single number: the revenue every token earns.

Calculate my revenue per token — free