Search is getting an AI overhaul. This startup says it can help e-commerce brands keep up.
AI
Lantern pivoted from loyalty marketing to AI search optimization for e-commerce brands, helping them get recommended by LLMs like ChatGPT.
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The Big Picture
Lantern, founded by Andrew Lissimore, originally launched as a loyalty marketing startup for e-commerce brands. After noticing that ChatGPT did not reference his previous e-commerce site Headphones.com, Lissimore pivoted the company to focus on AI search optimization. Lantern now offers tools that predict how products appear in AI-powered queries and provides fixes to improve visibility. The company raised $3.1 million in seed funding from Salesforce Ventures and is raising more capital. Lantern differentiates by focusing purely on e-commerce, targeting niche sellers concerned with individual product performance. The startup's pitch deck emphasizes agentic commerce, where AI agents will eventually make purchases on behalf of consumers.
Why It Matters
As AI-powered search and agentic commerce reshape how consumers discover and purchase products, e-commerce brands risk losing visibility if they don't adapt. Lantern's pivot to AI search optimization highlights a growing need for tools that help brands secure recommendations from LLMs and AI agents, which increasingly control product discovery and purchasing decisions. This shift could redefine SEO and customer acquisition, making AI optimization a critical investment for online retailers.
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Andrew LissimoreAndrew Lissimore is the founder of Lantern.
Courtesy of Lantern
SEO has undergone an AI makeover as traditional search engines are being challenged by LLMs.
Lantern, which launched as a loyalty marketing startup for e-commerce brands, is taking note.
Founder Andrew Lissimore pivoted his business to AI search optimization. Read its pitch deck.
Andrew Lissimore grew his e-commerce business, Headphones.com, by cracking search engine optimization (SEO).
When ChatGPT emerged on the market, Lissimore prompted the LLM to see how the chatbot ranked his website's audio equipment.
"It didn't reference us," Lissimore told Business Insider.
Search results for e-commerce brands, like his own, are a cornerstone for discovery, customer acquisition, and sales. Now, AI is changing how consumers seek product recommendations, from the rise of agentic commerce to how search engines like Google fundamentally work.
"It's the most important transition since search," Lissimore said, which is why his new startup, Lantern, is doubling down on AI optimization for e-commerce brands. "I thought: people are going to be stuck grasping at straws, trying to figure out how to deal with this."
In 2024, Lissimore launched Lantern to help e-commerce brands strategize around customer loyalty. Lantern raised $3.1 million in seed funding in 2025, led by Salesforce Ventures.
Since then, Lantern has refocused the company on tools that advise brands on how to get their products recommended more by LLMs. Lissimore also hired ex-Amazon engineers to redirect the company's product. Lantern is raising more capital to expand its technical talent, bankroll tokens, and get its product out there.
Lantern's team trained an internal model that predicts how a brand's products could appear in an AI-powered query, and what that brand could do to improve that visibility. The tools cost $99 a month, and for enterprise clients, that cost is customized.
As new terms like GEO (generative engine optimization) and AEO (answer engine optimization) take over, startups are rushing to the scene, offering tools to help brands optimize for AI.
Jasper AI, for instance, raised over a hundred million at the start of the AI craze and has zeroed in on marketing tools. It recently launched a new automated GEO tool and offers several search-optimization features. Daydream, an SEO agency, raised a $15 million Series A funding round this year to scale its agentic SEO tools and hire humans who train it.
To differentiate Lantern from the growing pool of AI-era marketing tools, Lissimore said the company is "focused purely on e-commerce."
While other products might help brands with "overall visibility," Lissimore said, that matters less to niche e-commerce sellers. Instead, Lantern's target client is concerned with individual products and how those perform relative to niche competitors.
Lissimore knows he's entering a potentially crowded market.
"It looks like a lot of companies are bumping up against each other," he said. "But, I think this space is going to be so huge and important that there will be a lot of companies, niches, and problems to solve that aren't being solved yet."
Read the pitch deck that Lantern is using to sell its pivot as it raises more capital.
Note: Some details have been redacted.
Lantern kicks off its deck explaining a future with agentic shoppingToday you ask ChatGPT which running shoes to buy. Tomorrow the agent will pick them, negotiate for the best price, buy them and keep an eye on fulfillment. Lantern is building for a world where only the brands an agent trusts get bought. AGENTIC COMMERCE PERFORMANCE
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Then, it immediately introduces its founderAndrew spent a decade building Headphones.com into one of the most trusted names in audio. Now AI agents decide which brands to trust. He built Lantern so the brands that earned that trust keep winning. $3.1M SEED, LED BY SALESFORCE VENTURES Andrew Lissimore
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The deck explains how shopping is changing in the AI eraTHE PROBLEM Shopping is moving from links to answers. When the AI gives the answer, the click disappears and only a few brands get named. 8% click a normal result when an AI summary is present, versus 15% without. PEW RESEARCH, 2025 +31% higher conversion from shoppers who arrive through an AI answer. ADOBE, 2026 38% of AI-cited pages still rank in the top ten. Ranking and getting recommended have split apart.
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It then shows how Lantern worksAsk an AI what to buy and it names a few brands. Lantern shows you whether you are one of them, where you stand against the brands it picks over you, and the exact changes to win them back. Across ChatGPT, Perplexity, Gemini and Amazon assistant, where 300 million people shopped last year. Top recommendation gaps
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Next, it compares how marketing has grown beyond SEOA NEW PLAYBOOK From reporting performance to delivering it. The old tools tell you what is wrong. Lantern shows you the exact fix. THE OLD PLAYBOOK • Dashboards that report problems • Workflows that cannot keep pace • Insights with no action • An SEO playbook that no longer carries over THE LANTERN WAY • Sees how AI reads every product • Pinpoints what limits visibility • Gives the exact changes to make • Built to act on, not just report
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The deck then dives deeper into agentic commerceAgentic Commerce Performance. A new discipline: how products get surfaced, selected and converted inside AI shopping. 01 Surfaced Do the agents find your products at all. 02 Selected Do they recommend you over the competition. 03 Converted Do shoppers, and soon agents, actually buy.
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Lantern says its tools will help e-commerce brands 'win AI recommendation'Everything you need to win the AI recommendation. Agent Ready Score Measures how prepared your store is for AI-driven commerce. AI Visibility Tracking Shows how often your products and brand appear across AI answers. Product-Level Analysis Pinpoints what limits how each product is interpreted and recommended. Category Benchmarking Compares your performance against the brands AI picks over you. Automated Fixes Applies prioritized changes across pages and catalogs, with team approval. Specialized Agents Teams of agents on a proprietary model, monitoring and improving continuously. Works with Shopify, BigCommerce, WooCommerce, Adobe Commerce, Salesforce, Squarespace, Wix
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It also explains how Lantern will adapt to shifting techBUILT FOR A MOVING TARGET The infrastructure is not settled. Lantern adapts so you do not have to. Models change, retrieval shifts, and new protocols appear with no clear standard. Lantern adapts as the landscape moves, and helps shape the standards that define it. PROTOCOL Universal Commerce Protocol Helping define how agents discover products across the open web. PROTOCOL Agentic Commerce Protocol Helping define how agents complete purchases on a buyer
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Lanterns says e-commerce brands will need to earn agents' trust nowThe agents that recommend brands to you today are the ones that will buy them for you tomorrow. Earn their trust now, before the buying starts.
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Then the deck includes data outlining projections for AI commerce700% RETAIL TRAFFIC FROM AI · YEAR OVER YEAR AI sent nearly 700% more shoppers to retail last year, and that is before agents start buying on their own.
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It recaps how Lantern has already raised capitalThe brands that move first win. $3.1M seed round led by Salesforce Ventures 300M+ people shopped through AI assistants last year, across ChatGPT, Perplexity, Gemini and Amazon Free to start Lantern shows a brand exactly where it stands, then the exact changes to climb
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Then it introduces more of its teamThe founders building Lantern. An operator who built Headphones.com, with engineers from Amazon. Andrew Built Headphones.com into one of audio
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Finally, the deck closes by bringing it back to agentic shoppingSoon, agents will do the buying. Lantern makes sure they buy from you. The light that shows your brand the way to the front, and keeps it there.