Lindle

The always-on commercial intelligence system for ecommerce and retail marketing teams.

Start with AI visibility and factual seeding: discover when your brand is recommended, compare competitors and track what changes. Your first month includes daily refreshes, a useful first-audit report and support from the Lindle team.

Then explore more across search, advertising, reviews, your website and connected commercial data, with Lindle experts shaping the next piece of work.

Across the places customers decide

  • ChatGPTChatGPT
  • Google SearchGoogle Search
  • GeminiGemini
  • ClaudeClaude
  • PerplexityPerplexity
  • RedditReddit
  • TrustpilotTrustpilot
See how customers use Lindle

AO, BestHeating and Easy Bathrooms

Lindle is everywhere your customers are.
Ask Lindle
Always on
Lindle will investigate
  • AI assistants, search and customer discovery
  • Competitor visibility, citations and source authority
  • Website, GA4 and campaign signals
  • Recommended actions and evidence of what changed

Trusted by teams at

  • AO logo
  • Easy Bathrooms logo
  • Big Bathroom Shop logo
  • BestHeating logo
  • Summize logo
  • Celebration Cottages logo
  • Bolster Systems logo

Live commercial proof

Measured in customer traffic, visibility and daily decisions.

Lindle is already helping ecommerce teams understand emerging acquisition channels, improve where their products are recommended and turn evidence into repeatable action.

  • AI acquisition
    190k+

    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 intelligence
    40+

    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.

  • Embedded in the work
    545

    Working exchanges across 11 organisations in 90 days

    Used for diagnosis, planning, content production and action, not simply reporting.

Olivia Askam, Commercial Business Partner at AO
“Before Lindle, we were guessing how often AO appeared in AI assistant answers. Now we have daily insight into when we're mentioned, when we're linked, and where we're missing out vs our competitors. The clarity has helped us strengthen product visibility and improve how customers discover AO through AI-powered search.”
Olivia Askam
Commercial Business Partner, AO
AO logo

The new decision journey

Customer decisions are happening everywhere.

Customers discover, compare and shortlist brands across AI assistants, search, video, communities and reviews, often before they ever reach your website. Traditional analytics show only the part of the journey that ends in a click.

Lindle works across these decision environments, alongside your own data, turning fragmented signals into one commercial view.

Lindle
Lindle
Your website
Your Site
AI assistants
ChatGPTGeminiClaudePerplexityCopilot
Discovery, video, community & reviews
Google SearchYouTubeRedditTrustpilot
Measurement & acquisition
GA4Google AdsSearch Console
Team communication
SlackTeams
Commerce, CRM & lifecycle
HubSpotShopifyKlaviyo

Connected intelligence

Lindle connects customer decision environments with your commercial systems.

Find a connection for your work

Find the systems Lindle can work with, or ask us about a custom connection.

Popular

Search by platform, category or workflow. Availability and permissions depend on your agreed work.

Connected by Lindle

Lindle integrates with

Klaviyo
OpenAI
ClaudeClaude

From customer signal to commercial action

Lindle connects what customers are being shown with the systems your team already uses, then turns the evidence into a clear next move.

Start with your site, analytics or the tools your team already uses.

Ask Lindle about your connected data

Start a free month of AI visibility and seeding. 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.

  • Private conversations

    Your questions, plans and connected data remain private to your workspace.

  • 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.

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.

There’s more Lindle can help with

Start with visibility. Bring your next question.

Your free month focuses on AI visibility and factual seeding. Explore another goal with Lindle, then keep a useful brief for our experts to review, usually by the end of the next working day.

Turn a commercial question into evidence, action and measurement.

Ask Lindle what changed

Start a free month of AI visibility and seeding. No credit card needed.

Why Lindle

Put more capability inside your marketing team.

AI visibility tools give you data. Agency + AI solutions add technology to the traditional agency model. Lindle gives your team the connected evidence, memory and decision support to do more directly, move faster and reduce unnecessary external dependency.

Who stays in control?

Lindle

Your business owns the workspace, connected data, intelligence, memory and decision trail.

AI visibility SaaS

Your team owns the account but must interpret the data and organise the work.

Cost and capability

Lindle

A focused operating layer that expands what your internal team can do without adding another full-service agency retainer.

AI visibility SaaS

Subscription software can be efficient, but your team still needs the expertise and capacity to turn the data into action.

Role alongside agencies

Lindle

Works alongside existing partners, gives the business a stronger evidence base and lets the internal team use agencies more selectively.

AI visibility SaaS

Provides another dataset that the internal team or agency must interpret and turn into work.

What it sees

Lindle

AI assistants, search, reviews, your website, competitors and connected commercial systems.

AI visibility SaaS

Prompts, mentions, rankings, citations, sentiment and competitor visibility.

What it explains

Lindle

Connects sources, competitors, traffic, commercial signals and previous actions to explain what changed.

AI visibility SaaS

Shows visibility movement, trends and opportunities for the user to interpret.

Action and execution

Lindle

Recommends the next action, identifies an owner, prepares the work and tracks approval and implementation.

AI visibility SaaS

Exports insights, recommendations or tasks for another person or system to complete.

Capability inside the business

Lindle

Builds persistent intelligence, memory and decision-making capability inside the organisation, reducing the amount of external support required over time.

AI visibility SaaS

Builds access to data and tools, but value still depends on the expertise and capacity of the people operating them.

Proof and accountability

Lindle

Keeps the original signal, explanation, decision, action and outcome connected in one evidence trail.

AI visibility SaaS

Reports before-and-after movement in the metrics being monitored.

Lindle helps your internal team do more directly, keeps external partners accountable and lets you reserve agency spend for the work that genuinely benefits from specialist human support.

This comparison reflects common category patterns. Individual products and service models vary.

Customer outcomes

How Lindle turns uncertainty into commercial action.

AO needed visibility into a new acquisition channel. BestHeating needed to win a priority category. Easy Bathrooms needed to scale local content. Each started with a different commercial question and used Lindle to move from evidence to action.

  • AO logo
    The challenge

    AI assistants were influencing product discovery, but AO could not reliably see when products were mentioned, linked or displaced by competitors.

    What Lindle did

    Lindle ran thousands of shopper-style queries across leading AI assistants and connected the results with referral traffic, product visibility and competitor movement.

    Result

    AO gained daily insight into when products appeared, when mentions included a usable link and where competitors were winning instead.

    Why it mattered

    AI referral became a measurable acquisition channel the commercial team could monitor and act on.

    Now we have daily insight into when we're mentioned, when we're linked, and where we're missing out vs our competitors.
    Olivia Askam · Commercial Business Partner, AO
  • BestHeating logo
  • Easy Bathrooms logo

See how the same operating loop could apply to your business.

Ask Lindle what this could look like for us

Start a free month of AI visibility and seeding. No credit card needed.

Commercials

Start with a free month of AI visibility and seeding.

Bring your website. Lindle will guide you to an agreed buyer-question plan, a first audit and factual follow-ups, with competitor comparisons and a clear record of what changes. Your first month includes daily refreshes, a useful first-audit report and support from the Lindle team.

Want to work on something else? Lindle will gather a useful brief for expert review. We usually respond by the end of the next working day with a recommendation, scope, required inputs and timing or price where relevant. Continued paid work is agreed with you before it starts.

Start my free visibility month

Start a free month of AI visibility and seeding. No credit card needed.

No credit card needed. Review the plan, ask questions and keep the work and evidence together.

Prepared by Lindle

Your first Lindle programme

Commercial opportunity
Buyer questions and visibility gaps relevant to your brand
Recommended connections
Matched to your existing systems and the information you choose to connect
Regular refreshes
Daily visibility audits during your free month
Team and specialist support
Useful updates and a retained expert recommendation
Intended outcomes
Defined with evidence, timeframe and assumptions
Measurement approach
Agreed before work begins
Your first month
Free visibility and seeding; any paid continuation agreed separately

Your first month and beyond

A useful baseline.
A programme that keeps working.

Lindle gives you a view on what your score means for your business, who is winning the relevant buyer questions, and where to act first. See the factual reinforcement completed and compare what changes through daily overnight refreshes.

  1. 1

    Know your starting point

    Agree the buyer questions and facts. See where you appear, who else is recommended and where the useful gaps are.

  2. 2

    Put Lindle to work

    Run your agreed visibility and factual reinforcement programme. Review the answers, work completed and discoveries along the way.

  3. 3

    Review what changed

    Compare compatible results, connect relevant visits through GA4 when available, and get a clear recommendation for the next step.

  4. 4

    Keep improving

    Continue or refine the programme around the evidence and your next priority. Any paid continuation or additional work is agreed with you first.

Measured Frame Rank experience

Earlier programmes give us a reason to keep going.

Across seven historical programmes, average AI-referral sessions were 12%, 37% and 79% above each business’s baseline in successive four-week periods.

Your first month establishes the evidence and priorities. Continued work can build on that foundation, with scope and any paid continuation agreed with you first.

How this history was measured

Equal-weighted mean of each business’s change from its preceding eight complete weeks. Each period is four weeks. Observed history, not a forecast or isolated seeding effect. Analysis of exports dated 8 September 2026.

Start my free visibility month ↗

Start with visibility. See what comes next.

Start a free month of AI visibility and seeding. No credit card needed.