Marketing shouldn't be guesswork. Neither should AI.

Why I started Monroya

I've spent the better part of the last 25 years in marketing. In that time I've watched nearly every major shift our industry has gone through, search engines, social media, marketing automation, the data explosion. Every change forced marketers to adapt. Nothing compares to what's happening now.

For the first time, buyers aren't just searching Google, they're asking AI. Instead of clicking through ten blue links, they're asking ChatGPT, Claude, Gemini, Perplexity and Google's AI for recommendations, comparisons, and buying advice. Those systems are becoming the first impression many companies make.

The challenge is that very few businesses understand how those recommendations happen. Unlike traditional SEO, there isn't a single algorithm to optimize for. Every model cites different sources, weighs authority differently, and changes constantly. The landscape is evolving faster than most marketing teams can realistically keep up with.

I've lived through enough technology shifts to know one thing: companies that understand the change early win.

While leading marketing for a SaaS startup, one frustration never went away. We were constantly creating content, updating pages, adjusting messaging, investing in SEO and demand gen. We had analytics. We had dashboards. What we didn't have was confidence. When pipeline improved, was it the content we published three months ago? A homepage change? A comparison page? Something completely unrelated? Marketing often felt like making educated guesses, waiting weeks, and hoping we moved the needle.

Today, AI has made that blind spot even larger. Companies are asking why competitors are being recommended instead of them. Why AI mentions one brand but ignores another. Why certain sources get cited while others don't. Why one content investment produces results while another disappears into the noise. Most teams simply don't know.

That's the gap I wanted to solve. I didn't build Monroya because I wanted to build another AI company. I built it because I wanted the platform I wished I'd had throughout my marketing career, one that shows how a company is represented across the AI landscape, what's being cited, what narratives are being reinforced, where visibility is being won or lost, and what actions are most likely to improve future recommendations.

Marketing shouldn't be about guessing. It should be about understanding.

We're entering a world where AI increasingly influences what buyers discover, who they trust, and ultimately who they choose to do business with. Companies need more than rankings or traffic reports, they need intelligence about how AI is shaping perception long before a prospect ever visits their website.

That's why I started Monroya. Not because AI is the future, because it's already changing the buyer journey today, and marketers deserve better visibility into what's driving those outcomes than simply hoping their latest content worked.

Jeremy