The way people discover products is shifting underneath every brand on the internet. AI agents — not humans scrolling through search results — are increasingly making purchasing decisions, comparing options, and executing transactions. A startup called Limy just emerged from stealth with $10 million in seed funding to make sure brands do not disappear from that new equation.
The Raise
Limy announced its seed round on January 28, 2026, led by Flybridge with participation from a16z speedrun, Axiom, Clarim, Communitas, JRV, and AnD Ventures. The round was significantly oversubscribed. Founded in 2024 and headquartered in New York, Limy has a 17-person team with plans to scale to approximately 120 employees within a year.
What Limy Actually Does
CEO Aviv Shamny — alongside co-founders Ido Zabarsky (COO) and Ori Reichman (CTO) — built Limy to solve a problem that barely existed two years ago: how brands appear to AI shopping agents. Traditional SEO optimizes for Google’s search algorithm. Limy optimizes for the agentic web — the emerging layer where large language models act as intermediaries between consumers and products.
The platform lets brands track AI-driven traffic, analyze what prompts lead to their products being recommended, and optimize sentiment and visibility inside LLM outputs. “Every time bots arrive, we understand their intent and guide them to the most relevant content,” Shamny explained to Calcalist Tech.
Unlike tools focused on the consumer side of AI shopping, Limy focuses entirely on the agent side — understanding how AI bots evaluate, compare, and surface brands to end users. Both Shamny and Zabarsky are a16z speedrun scouts, and the founding team brings deep expertise in data science and how LLMs process and rank information.
The Traction Is Already Serious
Limy has approximately 250 large customers generating meaningful revenue on a subscription and usage model. Its client roster includes Fortune 100 names like AstraZeneca, Samsung, and KIA. Some customers are already attributing 10% of their revenue to the platform — a striking figure for a company that just came out of stealth.
For two decades, brands optimized for Google’s algorithm. SEO became a multi-billion-dollar industry because showing up in search results meant revenue. Now the interface is changing. Consumers increasingly get product recommendations from AI chatbots, not search results pages. Traditional SEO does not translate. Google rankings do not determine what ChatGPT recommends. The signals are different. The data pipelines are opaque.
Laterstack Editorial Take
Laterstack exists to sharpen critical thinking by connecting tech, policy, and power to everyday life — across class, industry, and influence. The “neutral AI recommendation” was always temporary. Limy is building the optimization layer that turns AI shopping into the next paid placement ecosystem — and the brands with the deepest pockets will dominate it first. This is the same pattern playing out in ChatGPT’s move toward advertising: the shift from search to AI agents does not eliminate manipulation. It moves it to a layer consumers cannot see.
The real question is not whether LLM-driven commerce is coming. It is who controls the optimization layer. Limy is positioning itself as the SEO of the AI era, and if that comparison holds, the companies that master this visibility game will dominate product discovery for the next decade.
What This Means for Everyday People
If you have ever asked ChatGPT or Perplexity for a product recommendation, the results were not neutral. They were shaped by how well a brand’s data was structured for AI consumption. Limy is building the infrastructure for brands to influence that process deliberately.
For small businesses, this is a warning. The brands with budgets to pay for LLM visibility platforms will be the ones AI agents surface first — just like the startups that moved fastest on cloud infrastructure captured outsized value. The agentic web has gatekeepers. They are just wearing different clothes.
For consumers, the takeaway is simpler: the AI is not neutral. The products it recommends have been optimized to be recommended. Treat AI shopping suggestions the way you already treat Google’s top results — with healthy skepticism.
What is Limy AI?
Limy is an AI commerce infrastructure platform that helps brands optimize their visibility with AI shopping agents and large language models. It tracks AI-driven traffic, analyzes prompts that trigger product recommendations, and improves brand sentiment in LLM outputs.
How is Limy different from traditional SEO?
Traditional SEO optimizes content for search engine algorithms like Google. Limy optimizes for the agentic web — the emerging layer where AI agents powered by LLMs make purchasing decisions and product recommendations on behalf of consumers.
Which companies use Limy?
Limy has approximately 250 large customers including Fortune 100 brands like AstraZeneca, Samsung, and KIA. Some clients attribute up to 10% of their revenue to the platform.