Shruwd tells you how AI assistants describe your brand, why you are left out, and whether your fix changed anything.
Shruwd tells you how AI assistants describe your brand, why you are left out of the answers you care about, and whether the fix you made changed anything.
What you get
A measured picture. Your mention rate, share of voice, prominence and citation share on Google AI Overviews and ChatGPT — each with a confidence interval, so you can tell a real number from a small sample.
A reason, not just a number. Findings name the cause and the page it applies to: a robots.txt rule blocking an AI crawler, a page that never gets cited, a competitor who owns a question you should be winning.
A fix you can check. Mark a fix applied and Shruwd re-measures against the numbers from before you changed anything, then tells you whether the difference was real.
How it works
You give Shruwd a brand, the questions your buyers ask, and the competitors you expect to be compared against. Every week it asks those questions on each engine, records who gets named and which pages get cited, and turns what it finds into a short list of things to fix.

