Independent AI Product Lab

See AI cost, improve prompts, and check brand visibility.

Start with the task you need right now — then go deeper if you want.

About Toket

In research

What Toket is working on.

Make brands visible in AI

GEO checks, evidence, recommendation paths, and formal reports.

GEO Visibility

Make AI use easier to judge

Models, pricing, cost, prompts, and real usage signals.

AI Models

Record how products are built

Lab Notes, experiments, refactors, and AI collaboration in practice.

Lab Notes

In motion

What’s happening now.

GEO Visibility Published self-test evidence across 6 platforms and 72 samples. AI News Model notes, product updates, and practical AI guides. AI Models Continuously maintained model, pricing, and context references. Lab Notes Lab Notes, experiments, and how Toket is built in public.