AI search is everywhere right now, and everyone is racing to show up in generative answers. ChatGPT, Perplexity, Gemini - you name it - visibility in AI responses has quickly become the new obsession of marketing teams, and for good reason. Being present in these answers matters. But visibility alone is not the win.

In the agentic web, showing up is only the beginning. What actually matters is what happens next.

Ask yourself:
Does the AI answer drive action?
Does the recommendation convert?
Does any of it turn into revenue?

Without attribution, you don’t know. You assume. And assumptions don’t scale.

Visibility has dominated the AEO conversation because it’s been the only thing anyone could measure - Mentions in AI answers, rankings inside generative responses and presence across engines. All these are useful signals, but incomplete ones. Because none of them answer the only question your business actually cares about - Is generative AI making you money?

That gap, between visibility and value, is where Limy Attribution comes in.

Visibility Isn’t Performance. Attribution Is.

Limy Attribution connects every AI-powered interaction back to a real business outcome. For the first time, you can track the full customer decision making journey in the agentic web, from the initial prompt, to the AI’s response, to what the user actually did, and to the revenue that action generated.

Not estimates. Not proxies. Real outcomes, tied to real dollars.This is the missing layer in AEO, and it’s where competitive advantage actually lives.

Which prompts led to conversions, which AI answers users trusted enough to engage with, which pages converted and which ones just attracted attention, where intent dropped off, Where opportunities were hiding inside AI-driven journeys.

Attribution doesn’t just prove results - It explains them. And that clarity changes how teams operate.

AI Has Become a Decision Making Layer

Generative AI engines are no longer just discovery tools. They’ve become decision engines. Users are evaluating products, comparing solutions, choosing vendors, and converting inside AI conversations, often before they ever speak to a sales rep or land on a pricing page.

Until now, brands had no visibility into these journeys.

Limy measures the full decision chain: prompt to recommendation, recommendation to interaction, interaction to conversion. And it quantifies each step in actual revenue. You can see which prompts resulted in purchases, which answers drove demo requests, which conversations led to contact submissions, and how much pipeline or revenue each of those journeys produced.

This is real attribution for the agentic web.

Every Prompt. Every Answer. Every Dollar.

With Attributions, you can finally see which AI prompts generate revenue, where revenue leaks occur in AI-driven journeys, and where optimization actually matters. Instead of chasing visibility for its own sake, you can scale the prompts that convert, refine the messaging AI engines respond to, influence how LLMs recommend you, and invest confidently in what’s proven to work.

Why This Matters Now

Generative AI is rapidly becoming one of the most influential environments for B2B decisions, eCommerce purchases, travel planning, healthcare research, financial services, and consumer discovery. Decisions are happening inside AI conversations, and yet most brands still can’t prove ROI from AI-driven interactions.

That era is over.

Limy gives marketing teams control, clarity, and confidence inside the agentic web. This isn’t about simply appearing in AI-generated answers anymore. It’s about being chosen, being trusted, and knowing that your presence in generative AI is driving real business results.

Aviv Shamny

Co-Founder, CEO