AI Search & GEO Audit for Online Stores

We test real shopping prompts in ChatGPT, Gemini, Claude and Perplexity, show which competitors get recommended instead of you, and what to fix first.

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Why Aren’t AI Assistants Recommending Your Store Yet?

Your store may perform well in Google, but what happens when shoppers turn to ChatGPT or Gemini for product recommendations? Are your products showing up, or are your competitors getting the attention?

Our AI search audit gives you a clearer picture of how ChatGPT, Gemini, Claude, and Perplexity represent your brand and products, and what might explain the gaps. We bring hands-on ecommerce experience to Magento 2 and Shopify stores, including large enterprise operations with complex catalogs and requirements.

Want to see where you stand before committing to a full audit? Start with a free check.

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12
years of experience 
in software engineering and eCommerce
100+
delivered projects for B2B and B2C brands and merchants
20+
software developers and eCommerce professionals on board
100%
job Success based on clients reviews

What an AI Search Audit Tells You

A GEO (Generative Engine Optimization) audit helps you understand how AI search platforms represent your store and where you may be missing opportunities. Laconica examines four key areas to give you a clearer picture of your current AI search visibility.

Get Your Store Into ChatGPT, Gemini, Claude and Perplexity
Product cards in ChatGPT shopping. Shopify stores connect through Shopify Catalog. Other platforms through a direct product feed and AI-readable product pages.

Are your brand and products appearing in AI answers?

We test relevant shopping queries across ChatGPT, Gemini, Claude, and Perplexity to see when your store gets mentioned, which products appear, and where your brand is absent.
Google pulls products from Merchant Center and the Shopping Graph. Full feed attributes, GTINs and rich product data decide who gets shown.

Which competitors are getting recommended instead?

Our team analyzes the brands and products AI assistants recommend for relevant queries. This reveals where competitors receive attention that your store may be missing.
Perplexity combines live web search with merchant feeds. Clean product pages, open crawler access and structured data get you cited.

What might explain the missing mentions?

Our e-commerce experts look for potential issues with product information, discoverability, and AI systems' interpretation of your store. The findings help distinguish specific problems from assumptions about why your products aren't appearing.
Claude reads your site directly. Clear product content, FAQ blocks and an llms.txt file help it understand and recommend your store.

Which issues deserve attention first?

We organize the findings by priority so you can identify the most significant gaps, decide what needs further investigation, and plan your next steps based on evidence rather than guesswork.

AI Visibility Audit Checklist: What We Check

Your products may be a good match for an AI search, yet your store still goes unmentioned. The cause isn't always obvious. It could be a catalog issue, a technical barrier, or content that leaves important questions unanswered. Our AI visibility audit examines eight areas of your store to find potential obstacles and help you set priorities.

Product Feeds

AI shopping tools need accurate catalog details to match products with relevant searches. We review feeds in Google Merchant Center, Bing, and supported OpenAI channels (as well as Shopify Catalog for Shopify stores), paying attention to prices, availability, and key attributes. Outdated or incomplete listings can weaken the information available about your products.
AI Visibility Audit

Structured Data

Product information should be easy to interpret. We examine Product, Offer, AggregateRating, FAQ, and Organization markup for errors, incomplete properties, and inconsistencies with the visible page. This shows whether your store communicates key product and business details in a format that machines can understand.
AI Shopping Feed Setup

AI Crawler Access

If an AI crawler can't reach a page, it may not be able to retrieve its content. We review access rules for OAI-SearchBot, ChatGPT-User, PerplexityBot, ClaudeBot, and Google-Extended. The findings highlight restrictions that could affect how these services access your store.
Technical GEO for Magento and Shopify

llms.txt

We check whether llms.txt exists, review its contents, and verify where its links lead. The aim is to establish whether the file offers useful guidance or contains outdated references and gaps. You'll get a clear view of its current state without overstating what this file can do for AI visibility.
AI Search Content Optimization

Product Page Content

To help AI tools understand which products fit a specific need, your product pages must answer the exact questions that drive buying decisions. We review descriptions, specifications, compatibility details, and model variations, highlighting vague copy and information gaps.
AI Visibility Monitoring and Reporting

Buying Guides

Selection guides and comparison articles help AI tools find useful answers to complex product questions. We assess whether your content covers product comparisons, key features, and common use cases. The results pinpoint topics your store could address to provide more complete buying advice.
AI Visibility Monitoring and Reporting

Reviews and Brand Mentions

AI tools may encounter your brand through sources beyond your own website. We review relevant third-party reviews and brand mentions to understand how your business and products are described elsewhere. This can uncover limited coverage, conflicting information, or customer concerns that deserve attention.
AI Visibility Monitoring and Reporting

Rendering and Speed

We examine whether important page content is accessible in the HTML and whether scripts or slow loading interfere with retrieval. The review focuses on key product pages and other relevant sections of your store. You'll see which technical barriers may prevent automated tools from accessing information reliably.
AI Visibility Monitoring and Reporting

How We Work: Free Check, Full GEO Audit, Optimization

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Step 1. Free AI Visibility Check

Start with a free AI visibility check before commissioning a full audit. We test 10 shopping prompts in ChatGPT and Gemini. Within two business days, you'll receive a one-page summary covering:

  • How often your store appears
  • Which competitors are mentioned instead
  • Three key gaps identified in the check

We also review bot access, product structured data, and feeds. There's no charge and no call required.

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Step 2. Full AI Search & GEO Audit

For a deeper investigation, our AI visibility audit tests 30–50 shopping prompts across ChatGPT, Gemini, Claude, and Perplexity. We then examine all eight checklist areas.

The final report includes competitor analysis, technical and content findings, and a prioritized action plan with estimated hours (see the report breakdown below).

Your in-house team can implement the recommendations, or Laconica would handle the work. The price is fixed for the agreed-upon scope, and the timeline depends on your store's complexity.

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Step 3. GEO Optimization

Once the audit is complete, we can implement the agreed recommendations and monitor AI search visibility monthly. For help turning the findings into ongoing improvements, visit our GEO for ecommerce service.

The free check shows where you stand. The full audit shows what to fix and in what order.

What You Get in the Audit Report

A full AI search audit gives you more than visibility data. You get a structured view of how AI assistants respond to searches relevant to your store, how competitors compare, and which changes deserve priority.

Product feeds for AI shopping

AI Search Results by Prompt

The report includes a table of tested shopping prompts and the corresponding results from each AI assistant. You can see where your store appears, which products or pages are referenced, and how responses differ across platforms. This gives your team a concrete baseline for evaluating current AI visibility.

Structured data for AI search

Competitor Comparison

We compare your results with competitor mentions to identify patterns in AI recommendations. The report shows which alternatives appear in relevant searches and how assistants describe them. These findings help you investigate where your store falls short and which areas may need closer attention.

AI crawler access

Technical Issues Found

The report documents the technical and content-related issues identified during the review. Each item describes the problem and its potential impact on AI visibility. Your team gets a clear record of the findings, making it easier to discuss them with developers and distinguish important issues from lower-priority concerns.

llms.txt and AI site signals

Prioritized Action Plan

You'll receive a ranked list of recommended changes, with estimated implementation hours for each task. This helps you allocate resources, plan development work, and understand the likely effort before committing to implementation. Your team can use the plan internally, or Laconica can help carry it out.

FAQs on AI Search and GEO Audits

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What is an AI search audit?

An AI search audit shows how often AI assistants mention your store when shoppers search for products like yours. We test relevant shopping prompts, review which brands and products appear in the answers, and look for technical and content issues that may affect your visibility. You get a report with findings and recommended next steps.

02

What is the difference between a GEO audit and an SEO audit?

An SEO audit focuses on your website’s performance in traditional search engines, while a GEO audit examines how AI assistants discover, interpret, and recommend your store. Both can involve technical checks and content reviews, but an AI-focused audit also looks at actual assistant responses and competitor mentions.

03

Which AI assistants do you test in the audit?

We test ChatGPT, Gemini, Claude, and Perplexity as part of the full audit. Our team runs 30–50 shopping prompts to see whether your store appears, which products get mentioned, and which competitors show up instead. The free check covers 10 prompts in ChatGPT and Gemini.

04

How long does an AI visibility audit take?

The free AI visibility check takes up to two business days, and you receive a one-page summary without needing to book a call. A full audit takes longer, depending on your store’s complexity and the agreed scope. We confirm the timeline before starting the work.

05

How much does a GEO audit cost?

The cost of a full GEO audit depends on your store’s complexity and the scope of the review. Before we begin, we agree on what to assess and provide a fixed price. You can also start with our free check to get an initial picture of your AI visibility at no cost.

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What is the difference between the free check and the full audit?

The free check tests 10 shopping prompts in ChatGPT and Gemini and delivers a one-page summary of your visibility, competitors, and three key gaps within two business days. The full audit tests 30–50 prompts across four AI assistants, reviews eight audit areas, and provides a detailed report with a prioritized action plan and estimated hours.

07

Do you audit stores on platforms other than Magento and Shopify?

Yes. We can audit stores built on other ecommerce platforms, too. The review focuses on how AI assistants access and interpret your store, its product information, and its content—not just which platform you use. We confirm the technical scope after learning more about your website.

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Can our own team fix the issues after the audit?

Absolutely. The audit report includes recommended fixes, their priority, and estimated implementation hours, so your developers can plan the work. If you’d prefer expert support, Laconica can help implement the recommendations through our separate AI visibility optimization service. The audit itself doesn’t commit you to further work.

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