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AI Discovery & Ecommerce Visibility Report 2026

AI-assisted discovery is already influencing ecommerce demand before traditional attribution systems detect intent.

Built on observed ecommerce data across 35,000+ analyzed brands.

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What AI Discovery & Ecommerce Visibility Report covers

Early signals from AI-assisted ecommerce behavior, organized for ecommerce brands who need to understand what is changing before the shift becomes obvious in existing reports.

AI-referred traffic is growing fast

AI referrals are becoming a traffic layer worth separating and monitoring.

AI commerce activity is measurable

90% of observed brands had measurable AI traffic based on first-party data observed across 35,000 ecommerce brands.

AI traffic behaves differently

AI-referred traffic is converting at 3x Google. 

AI behavior differs by category

Some categories already show stronger ChatGPT-assisted conversion and revenue-per-session behavior than broader non-AI traffic.

Early AI discovery signals are already measurable. The question is whether ecommerce brands are separating them.

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No gate. No form. Just the early data and operator-level framework behind AI-assisted ecommerce discovery.

35,000

analyzed ecommerce brands

15x

AI-referred traffic growth Yoy

3.61%

ai-referred session conversion

68%

brands with ai-attributed purchase

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Understand why competitors appear before you.

AI Visibility helps operators understand where their brand appears, which competitors are recommended instead, which prompts matter, and what sources may shape recommendation outcomes.

AI Brand Overview

Understand how AI systems describe your brand and the context around those descriptions.

Prompt Analysis

Track the prompts where your category, competitors, and products appear.

Source Influence

See which content sources may shape recommendation outcomes.

You vs Competitors

Compare who appears, who is missing, and where visibility gaps exist.

Get Your AI Visibility Audit→

Understand how AI recommends your brand.

Book a free AI Visibility Audit Review and understand which prompts, competitors, and sources may already be shaping demand before search.

10,000+

Shopify brands trust Lebesgue to enhance their marketing. Join them and start making better marketing decisions.

Shopify Reviews: See the Difference We Make

Lebesgue has quickly become one of the most valuable tools in our stack. It’s like having the power of TripleWhale, but at a fraction of the cost and far superior. The analytics are super clear, the AI insights actually make sense, and it saves me time instead of adding another layer of confusion. If you’re serious about scaling your brand and want a tool that delivers clarity without breaking the bank, I can’t recommend Lebesgue enough. Absolute must-have!
-WYR WEAR
The Lebesgue App provides apples-to-apples reporting on our ad spend and conversion metrics. Prior to our daily use of the Lebesgue app, our team had difficulty understanding and reporting on the success metrics of the various PPC platforms. Is Google more cost-effective than Facebook? What is the cost of a customer acquisition from YouTube vs. a customer from Instagram? The Lebesgue app solves this problem and provides clear and comparable KPIs across advertising platforms. The team at Lebesgue has been unbelievably helpful. With their guidance, we have completely redesigned our advertising strategy, targeting strategy, campaign organization, and creative review process.
- Anthros Chair
This is a great marketing intelligence tool backed by a solid team. Super helpful while doing Facebook and Google ads and keeping a tab on your ROAS. On top, the team behind the tool goes out of its way to help. I am really impressed after I was given a one-on-one audit. I was made aware of some glaring mistakes we were making and also shown how to fix them. I recommend this app.
-SERNES

Frequently Asked Questions about AI Visibility

AI Visibility helps ecommerce brands understand how they appear inside AI-generated recommendations across platforms like ChatGPT, Gemini, Claude, and Perplexity. Instead of only tracking clicks and searches, it helps brands monitor where discovery and product consideration may already be forming before traditional attribution systems detect intent.

Shoppers are increasingly using AI tools to compare products, build shortlists, and narrow decisions before visiting a website. By the time branded search or direct traffic appears inside analytics platforms, part of the purchase decision may already be influenced elsewhere.

Improving AI visibility requires understanding how your products and brand appear in AI-generated answers, and what is influencing those recommendations.
Lebesgue AI CMO is designed for Shopify and ecommerce brands to do exactly that. It shows how your store is interpreted, which competitors are being recommended instead, and what needs to change to improve visibility.

The AI Visibility Audit in Lebesgue AI CMO helps Shopify and ecommerce brands understand how their products and brand appear in AI-generated answers.
It shows where your store is being recommended, where competitors are showing up instead, and what needs to change to increase product discovery through AI.

Traditional attribution measures traffic after a click or visit occurs. AI Visibility focuses earlier in the discovery journey by monitoring recommendation influence, prompt-level visibility, and AI-assisted product consideration before standard reporting systems capture intent.