Ecommerce GEO & AI Shopping Visibility

AI Visibility Audit for Ecommerce Brands

Our AI visibility audit examines your retail landscape alongside your presence in ChatGPT, Perplexity, Claude and Gemini. We review retailer coverage, product content, reviews, pricing and stock availability, compare your brand with competitors, and identify practical ways to improve your AI search visibility.

The visibility problem

How Visible Is Your Brand Across AI Search Results?

Shoppers use AI assistants to research products, compare brands and decide what to buy. We help you understand whether your brand appears in those answers and how it compares with competitors.

For ecommerce brands, good SEO is only part of the picture. Where your products are stocked, the accuracy of their content, customer reviews and stock availability all matter to your wider retail presence. Our approach brings these areas together to identify opportunities to improve how your brand is represented in AI shopping results.

We analyse your presence across the agreed retailers and marketplaces alongside your visibility in ChatGPT, Perplexity, Claude and Gemini. This connects what AI says about your brand with the product information, availability and reputation found across your retail landscape.

Retailers, marketplaces and stock availability

Content, pricing, reviews and listing consistency

Platform, prompt, answer and date checked

One commercial view

One View of Your Entire Ecommerce Landscape

An evidence-led audit bringing retailer, competitor, product and AI shopping visibility into a clear picture.

Retailer Coverage

See where your brand and selected competitors are stocked across the retailers and marketplaces included in the research.

Competitor Positioning

Compare retailer coverage and product presentation to see where competing brands have established a stronger presence.

Product, Price & Stock

Check product information, listing accuracy, comparable pricing and stock availability at the recorded research date.

AI Shopping Visibility

See where your brand appears in agreed AI shopping prompts, how it is described and which competitors are recommended.

UK retail landscape

Retail Competitor Analysis: Where Your Brand Is Stocked

See where your brand is stocked compared with your main competitors across the agreed retailers and marketplaces. Our ecommerce competitor analysis highlights shared stockists, gaps in retailer coverage and potential distribution opportunities, helping you prioritise where to strengthen your retail presence.

Product-level review

Digital Shelf Analysis: Product Information, Pricing and Availability

Our digital shelf analysis reviews how your products are presented across the agreed retailers and marketplaces. We check product information, pricing, stock availability and listing consistency to identify gaps that could make your products harder to understand, compare or buy.

Product Information

Check product names, sizes, colours, specifications and other important details across retailer listings.

Price

Compare visible prices across retailers and identify differences between your brand and competitors.

Availability

Check stock availability across retailers and identify where products are unavailable when reviewed.

Listing Consistency

Find missing details across retailer listings, inconsistent product presentation and reputation issues.

AI visibility audit

Understand Your Brand’s AI Search Visibility

We assess your AI search visibility across ChatGPT, Perplexity, Claude and Gemini using shopping questions tailored to your products and customers. We record where your brand is recommended or absent, how its products are described and which competitors appear. Each result includes the question, answer, model and date checked. The examples below illustrate the types of questions we investigate.

ChatGPT
“Which brands should a UK shopper consider for [product category…?”

Model, answer and date recorded when checked

Perplexity
“Compare leading [product category] brands available from UK retailers.””

Model, answer and date recorded when checked

Claude
“What should I look for when choosing a [product category] brand?”

Model, answer and date recorded when checked

Gemini
“Recommend [product category] products for a customer who values [priority].”

Model, answer and date recorded when checked

Technology + consultancy

Technology Built for Ecommerce Intelligence

We have developed proprietary technology that brings together retailer coverage, competitor positioning, product information, pricing, availability and AI visibility.

Built on our experience of Amazon and wider ecommerce consultancy, it helps us examine how brands are represented across retailers and AI platforms, including ChatGPT, Perplexity, Claude and Gemini.

We combine these findings with practical consultancy to identify gaps, understand your competitive position and prioritise improvements to your retail presence and AI shopping visibility.

A clear audit process

How the Ecommerce Intelligence Service Works

Every audit begins with a clearly defined scope before then gathering evidence and turning findings into clear priorities.

01

Define

Scope

Agree the products, competitors, retailers, markets and AI shopping questions included in the research.

02

Analyse

Retail Landscape

Check retailer coverage, product information, prices and availability across the agreed research scope.

03

Test

AI visibility

Run and retain the agreed prompts across ChatGPT, Perplexity, Claude and Gemini.

04

ACTIONS

Prioritise

[DUMMY – REPLACE BEFORE PUBLISHING] Turn the findings into clear priorities and identify any further work required.

Findings you can use

Clear Findings and
Prioritised Actions

Understand where your brand is well represented, where competitors have stronger coverage and which product, pricing or availability issues need attention.

We turn these findings into practical priorities for improving your retail presence and AI shopping visibility. Our work can include making product information more consistent across retailers, developing useful content around shoppers’ questions and addressing gaps in how your brand is represented. The scope of implementation is agreed with you.

Who it is for

Built for Brands That Need a Complete
Market View

01

Find distribution gaps and missed stockists

02

Benchmark a product launch or category position

03

Check retailer listing consistency

04

Compare price and stock visibility

05

See where competitors have stronger coverage

06

Measure visibility in AI-assisted shopping research

Evidence, not assumptions

Evidence You Can Check

Every finding links back to a retailer source or recorded AI result. We retain the prompt and platform or model alongside the date checked so you can see exactly what the evidence is based on with clear distinction between current findings and earlier research.

AI answer evidence
Checked 03 Sep 2026
Platform / model and source reference
Prompt: agreed shopping or recommendation question

A recorded answer excerpt would appear here and be clearly labelled as evidence rather than a guaranteed future result.

See your Opportunities

See How Your Brand Appears Across Retail and AI

Bring your retail coverage, competitor position, product detail and AI shopping visibility
into one clear commercial view.

READY?

START WITH A CLEAR REVIEW

Understand Your
Retail and AI Visibility

Share your brand, priority products and main competitors. We will use them to define the right research scope for your business.

FAQ

Retail Landscape & AI Visibility FAQs

What does Ecommerce Intelligence analyse?

Ecommerce Intelligence reviews retailer coverage, competitor positioning, product information, pricing, stock availability, reviews and brand sentiment. We also check whether your brand appears in AI shopping recommendations, how it is described and which competitors are recommended across the agreed prompts.

We agree the retailers and marketplaces to include before the research begins. The selection reflects your products, category, target markets and main competitors, and can include specialist stockists alongside larger retailers and marketplaces. This gives you a clear view of coverage and gaps within the agreed scope.

Agreed prompts are checked across ChatGPT, Perplexity, Claude and Gemini. The platform or model and date checked are retained with each result.

We check whether ChatGPT mentions or recommends your brand in response to agreed shopping questions relevant to your products. We record how your brand is described, which competitors appear and the date and model checked. This provides evidence of your visibility in those tests; it does not guarantee the same answer for every shopper or future search.

We assess how your brand appears across agreed shopping questions on ChatGPT, Perplexity, Claude and Gemini. We look at whether it is mentioned or recommended, how its products are described and which competitors appear instead. Each finding records the platform or model and date checked, giving you a clear picture of your visibility within the questions tested.

We compare your brand’s retailer and marketplace coverage with selected competitors across the agreed research scope. This identifies shared stockists, retailers where competitors appear but your brand does not, and potential distribution opportunities. We also review product information, pricing and stock availability to understand how your presence compares.

When shoppers use AI to compare products and decide what to buy, brands that appear in those answers have an opportunity to enter their consideration. If your brand is absent or described inaccurately, shoppers may encounter competitors instead.

For ecommerce brands, this makes the wider retail landscape important. Accurate product content, customer reviews, retailer coverage and available stock provide information that AI platforms may draw on. We examine these sources alongside AI results to identify practical improvements.

We assess how your brand appears across agreed shopping questions on ChatGPT, Perplexity, Claude and Gemini. We look at whether it is mentioned or recommended, how its products are described and which competitors appear instead. Each finding records the platform or model and date checked, giving you a clear picture of your visibility within the questions tested.

Yes. Ecommerce Intelligence can help turn the findings into practical improvements, including more consistent product information across retailers, content that answers relevant shopping questions and work to strengthen how your brand is represented. We agree the priorities, responsibilities and scope of implementation with you.