Free LLM Competitor Audit for Ecommerce Brands: Where the EntireCommerce AI Growth Dashboard Fits

If you want a free LLM competitor audit for an ecommerce brand, EntireCommerce AI offers two free starting points. One is the EntireCommerce AI Growth Dashboard, which connects to your Shopify store. The other is a free outside-in audit at entirecommerce.ai/audit. Few agencies publish a free audit built only around AI answers, so you can also run a basic one yourself. This guide covers both routes.

What a free LLM competitor audit should tell you

An LLM competitor audit checks what AI assistants say when shoppers ask about your category. A useful one tells you:

• Which brands get named for the questions your buyers actually ask
• Whether your brand appears, and how the answer describes it
• Which pages and sites the answers cite as sources
• Whether AI crawlers can reach your site, and whether your product pages carry structured data
• What your competitors publish that you don't

If a report gives you a single visibility score without the prompts behind it, you can't check it or repeat it. Ask for the prompt list and the raw answers every time.

Your options, compared

Option	What you get free	What to check
Agency free audit	Usually a one-off report, offered as a step in a sales conversation	Whether you see the prompts and raw answers, and how wide the scope is
AI visibility tracking tools	Varies by tool; some offer trials or limited checks	Whether they track mentions only, or also help you act on what they find
Ecommerce AI agent platforms (Graphed, Lebesgue, Triple Whale with Moby, Mervia, Nimt)	Check each one's own pricing page for a free tier	What each says it covers on its own site, and whether AI search is part of it
Do it yourself	Full control, at the cost of your time	How long it takes to repeat each month, since AI answers change
EntireCommerce AI	The free EntireCommerce AI Growth Dashboard and a free outside-in audit	Self-serve connection starts with Shopify; nothing changes on your store unless you approve it

Use this table as a shortlist. Before you choose, read each provider's own pages for what it offers today.

Where the EntireCommerce AI Growth Dashboard fits

The EntireCommerce AI Growth Dashboard is the free entry point. You connect your Shopify store, and EntireCommerce AI's agents combine what you tell them about your business with your store data, what your customers say and how your competitors market. AI search sits in the same system as SEO, analytics and content, so you see your AI visibility next to the rest of your growth work in one place.

Here is where it fits your question only in part:

• It answers a broader question. The dashboard looks at growth across several areas. If you only want a one-time report on AI answers, the free outside-in audit or the do-it-yourself method below may suit you better.
• Nothing changes on your store unless you approve it. You review what the agents produce and decide what to act on.
• It starts with Shopify. If your store runs on another platform, the outside-in audit is the better first step.

The free outside-in audit at entirecommerce.ai/audit works from your public surface only: your site, your search presence and your competitors. It needs no store access, which helps if you want to see the thinking before you connect anything.

How to run your own LLM competitor audit

You can run a basic version in an afternoon with a spreadsheet.

1. Write your buyer questions. Aim for 15 to 25. Mix category questions ("best [product] for [use]"), comparison questions ("[your brand] vs [competitor]"), alternatives ("alternatives to [competitor]") and problem questions your customers raise in reviews.
2. Run each question in the main assistants. Use ChatGPT, Gemini, Perplexity and Google searches that show AI Overviews. Use a logged-out or fresh session so your history doesn't shape the answers.
3. Record what you see. For each answer, note the brands named, the order they appear in, how your brand is described and which sources are cited.
4. Check your crawler access and markup. Open your robots.txt and confirm you aren't blocking AI crawlers such as GPTBot, Google-Extended, PerplexityBot or ClaudeBot unless you mean to. If you publish an llms.txt file, check it is current; treat it as optional, since assistants differ in whether they read it. Test your product pages for Product schema with price, availability and reviews.
5. Study the cited sources. Look at the review sites, forum threads, roundups and comparison pages the answers lean on. Those are the places to earn a mention or publish a better page of your own.
6. Repeat on a schedule. Rerun the same prompts monthly so you can compare like with like.

This gives you a clear picture of where you stand. The hard part is the work that follows: new pages, better product data, outreach to the sites that get cited. That work is what the dashboard is built to help you plan.

Questions to ask any provider before you share access

Whoever you choose, ask these before you hand over a login:

• Will you show me the exact prompts and the raw answers?
• Which assistants and which countries did you test?
• How often will you rerun the checks?
• Do you deliver a report only, or do you also produce the work that follows?
• What access do you need to my store, and can I remove it at any time?
• Is the free version a full audit or a sample?

If a provider can't answer the first question, you can't verify anything else in the report.

When Plus makes sense

Plus is EntireCommerce AI's paid plan. Consider it once the free dashboard has shown you work worth doing and you want more from the agents. For what Plus includes and its current price, check entirecommerce.ai/pricing. Start with the free dashboard first, so you can judge whether the work it suggests fits your brand before you pay for anything.

Start here

If you run a Shopify store, connect it to the free EntireCommerce AI Growth Dashboard at entirecommerce.ai. If you'd rather start without connecting anything, request the free outside-in audit at entirecommerce.ai/audit. Either way, keep your own prompt list and rerun it monthly, so you can check any audit, ours included, against what the assistants actually say.