
Aviv Shamny
Co-Founder, CEO

This is the memo every marketing team should have had yesterday.
Your marketing team just got bigger.
You didn't hire any of them.
For twenty years, marketing ran one playbook: rank on Google, build the funnel, earn the click. It worked well, but it isn't running the buyer journey anymore.
The buyer is still human. What changed is the buying journey. Before they Google, they're asking AI. By the time they click your ad, an AI agent has already compared you to three competitors, built a shortlist, and formed an opinion about your brand. The conversation that decides whether your buyer ever reaches you is happening without you in the room.
AI didn't kill organic traffic. It created a new one: AI Search, the channel where your buyer's decision actually starts.
Your brand has a story your buyers read in AI. You didn't write it.
AI agents are recommending brands, comparing products, and building shortlists 24 hours a day. They reach more buyers in a week than your sales team touches in a year. They have an opinion about your brand, your category, and your competitors, and they hand it to every buyer who asks.
You didn't brief them. They wrote the story anyway, piecing it together from whatever they could find on the Agentic Web.
The brand story your buyers read first isn't on your homepage. It isn't in your sales deck. It's what agents assembled without you. And for most buyers, that's their first impression of your brand.
If you don't brief the agents, your brand story isn't under your control.
Your current stack can't see agent signals.
From day one, we've been tracking real agent signals on websites, and the data tells the same story everywhere we look: about half of all AI agent traffic to your site is invisible to your current analytics. No source. No agent identity. No prompt context. No revenue path.
The reason isn't a settings problem. It's structural. Your analytics stack was built for human sessions, not agent visits. It attributes paid, organic, email, referral, and direct. For AI agents, it gives you half a picture, in a channel that's now deciding which brands your buyers even consider.
The gap is wider than analytics. AI Search is the channel where every other channel ends up. Agents reinterpret your PR, your social, your on-site content, and your external coverage, then serve the result back to your buyer as the answer, or use it as signals that determine whether your brand appears in the answer at all. Every channel you run today is now an input into a channel you can't measure, can't brief, and can't run. That makes AI Search central to your GTM, not adjacent to it, and running it the way you run paid, organic, and email needs a stack built for it.
The gap isn't a better dashboard. The gap is that your stack isn't agentic. It can't capture real agent signals, connect your other channels to the answer their content ends up shaping, or run AI Search the way you run every other channel.
You can't run a channel you can't see. And you can't see this one with the stack you already have.
Are you the brand AI recommends?
If you don't know, you're not running your marketing. The agents are running it for you.
The new marketing team you didn't hire? That's your dark AI traffic.
L'Oréal, Samsung, and KIA are already running the Stack, owning their categories in AI Search before their competitors knew it was a channel. The brands winning the next era aren't mourning organic. They're running AI Search as a revenue channel.
Your dark AI traffic just got visible. Meet the marketing stack built to run AI Search.
Limy is the Agentic Marketing Stack, open today to every marketing team. One stack, one loop, four stages that turn AI Search from a black box into a channel you actually run.
SEE. Your category landscape in AI Search.
The map of where your brand stands across ChatGPT, Perplexity, Claude, Gemini, and Copilot, on the prompts your category is forming around. You see where you appear, where you don't, and where your competitors do.
The shortlist AI hands to your buyer, visible to your marketing team for the first time.
KNOW. Your gaps and your wins.
Every visibility number sits on top of a reason, and Limy surfaces it. Which prompts move your ranking, which competitors take share on the ones you're losing, what content on your site or from external sources pulls visibility through.
ACT. Brief your agents. Drive your growth.
You brief agents with your positioning, co-create strategy and content with the Stack, and act on the agent signals that move your ranking. Each brief targets the prompts you want to win and the share you want to take back.
MEASURE. The revenue it drives.
Every AI Search visit, every opportunity, and every dollar maps back to the channel that started the conversation. Limy closes the loop from prompt to closed deal, so AI Search shows up in your revenue reporting the same way paid, organic, and email do. Channel proof, not vanity metrics.
Other tools stop at the score or guess what users type into LLMs. Limy runs the full loop, from invisible traffic to attributed revenue, on real agent signals from your site. That's what turns AI visibility into the channel you actually run.
Run AI Search, not just appear in it.
The channel is live, and agents are talking to your buyers right now. The only question left is whether they're working for your brand or your competitor's.
Brief your marketing agents with the real story. Close the loop.
The Agentic Marketing Stack is open.
Free for 14 days. Plans from $149/mo.
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