Your ecommerce brand, recommended in AI answers
Paid ads get pricier and search traffic stays flat, while shoppers ask ChatGPT, Gemini, and Perplexity what to buy. Your Lantern agent finds where your products rank in AI search and how to beat the competition, and tracks every dollar AI assistants send your store.
Shoppers ask AI assistants about your category first
A shopper types "best running shoes for flat feet" into ChatGPT before clicking a single ad.
Your Lantern agent runs the prompts shoppers ask about your category and reads the answers. It shows which brands each assistant names, where your brand sits, and the competitors in the same answers.
See the product overview
ChatGPTbest running shoes for flat feet
For flat feet, most runners pick the Brooks Adrenaline GTS #1, the Trail Runner 3 from your store #2, or the Hoka Arahi #3.
Your share of answers, ranked against the brands shoppers see
Lantern scores each answer on presence, position, and sentiment, and scores your competitors in the same answers.
Lantern knows which opportunities will bring the most traffic to your products and works on those first.
See AI visibility in LanternShare of answers
Same prompts, last 30 days
| ChatGPT |  Gemini |  Perplexity | |
|---|---|---|---|
| Brooks | 52% | 44% | 35% |
| Hoka | 41% | 36% | 30% |
| You | 38% | 31% | 22% |
| New Balance | 30% | 27% | 24% |
Lantern finds what gets your products recommended and does the work
Lantern handles AEO for ecommerce stores. It checks your catalog for what AI shopping agents need to read and drafts the fixes that get your products into AI answers. Your team writes nothing. Nothing goes live without your approval.
See the fixes Lantern draftsEvery AI dollar, tied to the assistant and the product
Your analytics calls AI visits direct. Lantern tracks attribution and counts the visits, orders, and revenue that AI assistants send, by assistant and by product.
Adobe reports AI-referred visitors to US retail sites converted 60% better than non-AI traffic in July 2026. Lantern shows which assistant and which product bring in the revenue, so your team knows where AI already pays and where to push next.
See AI traffic and revenue attributionLast 30 days
| Assistant | Product | Orders | Revenue |
|---|---|---|---|
| ChatGPT | Trail Runner 3 | 14 | $910 |
| ChatGPT | Arch Support Insole | 9 | $600 |
| Perplexity | Arch Support Insole | 6 | $400 |
| Gemini | Trail Runner 3 | 3 | $190 |
 DeepSeek | Trail Runner 3 | 4 | $260 |
| DeepSeek | Arch Support Insole | 1 | $50 |
| From AI traffic | 37 | $2,410 |
Built by the founder of Headphones.com, for ecommerce teams
In your first week, Lantern shows where your products rank on ChatGPT, Gemini and Perplexity against the competitors. The first fixes are ready for your approval. In your first quarter, Lantern keeps searching for more places to improve, and Lantern counts the AI revenue by assistant and product.
Lantern founder Andrew Lissimore has run Headphones.com for 10+ years and built Lantern for stores like his. Lantern's engineers spent years at Amazon, on one of the first teams there to build with AI agents.
See pricing and start your trialShare of answers
Last 30 days · per assistant
ChatGPTGeminiPerplexityDeepSeek
Grok
AlexaCommon questions
How does Lantern work with my store?
Lantern checks your catalog for what AI shopping agents need to read and drafts the product data fixes for your approval. Lantern counts the AI-referred visits, orders, and revenue product by product.
What do I see in my first week?
Lantern shows where your products rank against the competitors AI names and has the first fixes ready for your approval. You see what it found.
Does my team have to create the content?
No. Lantern drafts the fixes and the content, and nothing goes live on your site without your approval.
Which AI assistants does Lantern track?
Lantern runs prompts across ChatGPT, Gemini, Perplexity, DeepSeek, Grok and Alexa.
How much does Lantern cost?
From $99 a month for 40 prompts. The pricing page shows the price for more prompts.
Start your free trial
Lantern shows you which assistants named your brand and which named your competitors.