If you've tried using ChatGPT, Claude, Gemini, or Perplexity to research vendors, you've probably noticed the answers can vary quite a bit.
As a marketer or founder, what's been your biggest frustration?
I'm curious whether people are more concerned about:
Not being mentioned at all
Competitors getting recommended
AI getting facts wrong
Not knowing how to improve visibility
Growjo
Turning AI visibility into verified actions sounds more useful than another monitoring dashboard. What qualifies as a verified action?
Growjo
Hi @jan_piotrzkowski
Fair to ask, since "verified action" could mean a lot of things if I don't define it.
Concretely: we don't just say "publish an FAQ page" and call it done. We flag the specific prompt where you're absent, recommend a specific content change tied to that prompt, then recommend when to re-scan that exact prompt (as certain actions take longer to show up then others) to check if it moved — cited, named, or neither. If it didn't move, we say so, and that becomes new information rather than a quiet miss.
So "verified" means: recommendation → change made → re-scanned against the same prompt → outcome logged, not assumed. If we haven't re-scanned yet, we show it as pending, not resolved.
Growjo
A few people have asked what makes Monroya.ai different from the other AI visibility tools launching right now — fair question, since there are a lot of us.
Here's the honest answer: most tools in this space, including our early prototypes, stop at reporting. You see a number, a mention count, a citation rate. What you don't get is whether anything you do about it actually works.
We built Monroya.ai around a different question: not "did our mentions go up," but "what should we do next, and can we prove it worked."
That means two things in practice:
Every recommendation ships with a way to verify it — we don't hand you a generic content checklist, we track whether the specific change moved the specific number.
If something hasn't been verified yet, we say so. We'd rather show you "unverified" than dress up a guess as a fact. In a category full of confident-sounding dashboards, we think that honesty is the actual differentiator.
Happy to go deeper on how the verification loop works if anyone's curious — genuinely think this is the part of AI visibility tooling most people are skipping right now.