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AI discoverability for ecommerce and retail
Turn AI discovery into a measurable sales channel.
See how AI recommends your products, categories and stores. Find the missing facts, prepare improvements and connect AI-referred visits to sales and enquiries.
Built for ecommerce and retail teams, including bathrooms, tiles, flooring and heating. Start with AI visibility and keep working on your next commercial priority.
Trusted by teams at
Why this matters now
High-intent customers are deciding before they reach your website.
Customers use ChatGPT, Google, Reddit and other sources to research, compare and shortlist products. Traditional analytics capture only the part of that journey that ends in a click. Lindle connects what customers discover, what your team changes and what happens commercially next.
- ChatGPT
- Google Search
- Gemini
- Perplexity
Live commercial proof
Measured in customer traffic, visibility and daily decisions.
Lindle is already helping ecommerce teams understand emerging acquisition channels and improve where their products are recommended.
- AO£1m+
Estimated revenue from AI-referred visits
More than £1 million in estimated revenue from AI-referred visits over 12 months.
“Now we have daily insight into when we're mentioned, when we're linked, and where we're missing out vs our competitors.”
Olivia AskamCommercial Business Partner, AO - AI acquisition190k+
AI-referred customer visits measured across complete reporting windows
Including more than 50,000 visits in the latest complete month.
- Portfolio growth+253%
Growth in AI-referred customer visits
Aggregate increase from each customer's earliest measured visitor baseline.
- Category intelligence40+
Priority commercial cohorts measured across products, categories, audiences and markets
Lindle helps brands strengthen the content, citations and source signals that shape how AI systems understand and recommend them.
From visibility to revenue
See where you stand. Improve how you are discovered. Prove what changed.
- 01
Measure AI visibility
See where your brand appears, how often it is recommended and where competitors are winning.
- 02
Strengthen AI discoverability
Reinforce trusted facts and sources so leading AI assistants understand and recommend your brand more accurately.
- 03
Connect discovery to revenue
Bring AI-referred traffic, conversions and revenue into the same commercial view.
The Lindle Loop
Connect. Prioritise. Execute. Prove.
Lindle connects the right signals across your business and market, helps your team prioritise what matters, works with your team to execute the priority and measures what changed to determine what comes next.
Stage 01: Connect
A meaningful change has been detected
Lindle brings together the affected channels, products, competitors and commercial signals before deciding whether the change needs attention.
Product demo
See Lindle work through the full loop.
Follow one commercial question as Lindle connects the right signals, prioritises what matters, executes the priority with your team and proves what changed.
Talk through your business with a Lindle specialist ↗
Bring your website and the question you want to solve. The team will review your request, usually by the end of the next working day.
Product walkthrough
See how Lindle turns connected signals into action.
More ways to put Lindle to work
Start with discoverability. Explore your next priority.
Turn connected evidence into practical next steps for your team.
Traffic and acquisition
Understand which channels bring customers and where performance has changed.
Conversion and product pages
Investigate buying friction and prepare prioritised improvements using available evidence.
SEO and content
Find gaps in your facts, content and sources, then prepare focused updates.
Competitor intelligence
See which competitors appear in AI answers and which sources support them.
Campaign effectiveness
Bring campaign results and commercial context together to investigate what changed.
Customer value and retention
Explore repeat purchase and customer value using the data you choose to connect.
Any additional work, connections, timing and price are agreed with you first.
Everything Lindle can help with →Something else? Tell us what you needTurn a commercial question into evidence, action and measurement.
Ask Lindle what changed
14 days free. Connect GA4 for 30 days in total. No credit card needed.
Built for trust
Say to Lindle what you would say to your team.
Commercial intelligence only works when your team can speak openly. Lindle is designed for sensitive questions, connected data and decisions that need evidence, privacy and control.
Separate workspaces
Organisation data and memory stay separated and are governed by permissions.
No public AI training
Customer data and conversations are not used to train public AI models.
Evidence behind every answer
Every conclusion can be traced back to the sources and signals behind it.
You approve external action
Lindle can investigate and prepare work, but external changes require the right approval.
Built for collaboration
Invite your team, share Threads and make decisions together inside Lindle.
Connections
Bring the tools you already use.
Explore 1,500+ available integrations. Start with the connections that answer your question, with access and scope agreed first.
- Google Analytics
- Google Ads
- Shopify
- HubSpot
Slack
Microsoft Teams
Klaviyo
AI visibility questions, answered
What is AI visibility for ecommerce and retail?
AI visibility describes whether, and how, a retailer or its products appear in AI-generated answers to relevant shopper questions. Measurement can examine brand mentions, recommendations and citations across a defined set of questions, markets and AI assistants.
How can ecommerce teams measure their AI visibility?
Lindle tests relevant buyer questions, examines whether your brand appears and which sources are cited, and identifies where competitors are recommended. Daily refreshes help your team follow changes over time.
How Lindle measures AI visibilityWhat can we do when competitors appear and we don’t?
Investigate the answers and supporting sources, then check whether your website clearly explains the relevant products, services and facts. Lindle helps turn that evidence into practical priorities for your team.
Can we try Lindle before committing?
Your 14-day trial starts when you sign up. Daily AI visibility reports begin after you finish setup and review your questions. Connect Google Analytics 4 and complete the first analytics report within those 14 days to extend your trial to 30 days in total from signup. No credit card. No automatic billing. Any paid continuation is agreed with you.
Explore the free trialIs this the same work as SEO?
There is real overlap: useful content, clear product facts and an accessible website help both search and AI discovery. Lindle adds a regular view of specific buyer questions, original answers, factual gaps, competitor sources and AI-referred commercial activity. Use that evidence with your existing SEO team to choose the work worth doing.
Understand AEO, GEO and SEOIs it worthwhile if our AI traffic is still small?
Start with absolute visits, useful enquiries or sales, and the value of a customer. A large percentage increase from a small base may still be a small commercial result. Your trial helps establish the baseline; the calculator makes the improvement needed to support a paid programme visible. We review the opportunity and assumptions with you before proposing continued work.
Explore the commercial fitDoes Lindle help with AEO and GEO?
Yes. AEO and GEO describe work focused on improving visibility in AI answers and generative search. Lindle supports this by measuring relevant buyer questions, examining the sources behind answers and helping your team prioritise improvements. Your first month establishes a baseline and practical next steps; commercial results depend on implementation, customer demand and measurable outcomes.
Explore AEO and GEO with LindleStart free
14 days free. Connect GA4 for 30 days in total.
Your 14-day trial starts when you sign up. Daily AI visibility reports begin after you finish setup and review your questions. Connect Google Analytics 4 and complete the first analytics report within those 14 days to extend your trial to 30 days in total from signup. No credit card. No automatic billing. Any paid continuation is agreed with you.
Contact
Book a Lindle demo
Tell us where your biggest opportunity or challenge sits. The Lindle team will show you how the platform could work for your business.
Start with AI discoverability. See what comes next.
14 days free. Connect GA4 for 30 days in total. No credit card needed.