Guide AI visibility tools

Best AI visibility tools for ecommerce

An AI visibility tool tracks whether — and how — your brand or products appear in the answers AI engines like ChatGPT, Gemini, and Perplexity give to real prompts, so you can measure and improve a channel you otherwise can't see.

The category exploded in under a year — AI visibility startups raised more than $300M between mid-2025 and early 2026 — and the tools now blur together in the pitch. They mostly do one job well: tell you whether your brand shows up in AI answers. For a DTC store, that's necessary but not sufficient.

Being mentioned is a vanity metric if the SKU an agent recommends and buys is a reseller's, not yours.

The brand-visibility trackers

These tools monitor how often your brand is named across AI answers, and surface the prompts, competitors, and sources behind each mention. They're the right call for content, B2B, and brand teams whose goal is share of voice in the answer:

Enterprise

Profound

The enterprise-grade leader — broad model coverage and technical depth, built for large brands tracking visibility at scale.

Mid-market

Peec AI

The fast-moving mid-market analytics platform — quick to set up, strong reporting, built for growth teams.

Accessible

Otterly

The most accessible option — affordable monitoring across ChatGPT, AI Overviews, Perplexity, and Copilot, plus a GEO audit.

Ahrefs, Semrush, and other SEO suites have added AI-answer tracking too, so if you already live in one of those, you may not need a standalone tracker at all.

Where the trackers stop for a DTC store

Every tool above shares two traits: it measures the brand, and it's observational — it shows you a signal and leaves the execution to you. For a brand publishing content, that's exactly right. For a brand selling products, it leaves the most important question unanswered.

What a commerce brand needs instead

For a DTC store, the useful tool tracks the things that move revenue, not just mentions:

01
Per-SKU rank, not brand share
Where each product ranks across ChatGPT, Gemini, and Perplexity for the prompts that drive your category — and who's named ahead of it.
02
Slot ownership
Who holds the agent slot for each product in Shopify's global catalog — you, a retailer, or a reseller — and the one structural fix to take it back.
03
Agent-order attribution
Agent-driven orders mapped back to the surface, prompt, and seller that captured them, instead of piling up as anonymous direct traffic.

Notice is built for this commerce side. It grades every SKU, audits every slot, and attributes every agent order — because for a DTC brand, mentions are vanity; the SKU that gets bought is the number that matters.

How to choose

Content / B2B

Use a brand tracker

If your goal is share of voice in AI answers, Profound, Peec AI, or Otterly will tell you where you stand.

DTC commerce

Use a commerce tool

If you sell SKUs and care which one an agent recommends and buys, you need per-SKU rank, slot ownership, and order attribution.

Just starting

Run one audit first

Before committing to ongoing monitoring, take a single snapshot of where you actually stand. It usually reframes the whole question.

Skip the brand-mention dashboards. See where your SKUs actually rank across ChatGPT, Gemini, and Perplexity — and who's winning the slot.

Run a free auditor write directly · hello@notice.cx

Frequently asked questions

What are the best AI visibility tools?

It depends on the question you're trying to answer. For brand mentions across AI answers, the leading trackers are Profound (enterprise), Peec AI (mid-market), and Otterly (accessible) — they tell you how often and where your brand is named. For commerce, where the unit that has to win is the SKU rather than the brand, you need a tool that grades how individual products rank across ChatGPT, Gemini, and Perplexity, audits who holds each slot in Shopify's catalog, and attributes agent-driven orders. Notice is built for that commerce use case.

What's the difference between Profound, Peec AI, and Otterly?

All three are brand-visibility trackers — they measure how often your brand is mentioned across AI answers and surface the prompts and sources behind it. The practical difference is stage and depth: Profound is the enterprise-grade option built for large brands with broad coverage and technical depth; Peec AI is the fast-moving mid-market analytics platform; Otterly is the most accessible, with affordable monitoring and a GEO audit. All are observational — they show you signals, but your team still has to act on them.

Do I need an AI visibility tool if I sell on Shopify?

Yes. Selling on Shopify means your catalog is already syndicated to AI surfaces through the global agent catalog — but you can't see how it performs there. Agent recommendations happen in private conversations and agent-driven orders usually land in your store misclassified as direct traffic. A brand tracker tells you whether you're mentioned; a commerce tool tells you whether your specific SKU is the one that gets recommended and bought, and who's winning the slot if it isn't.

How is Notice different from AI visibility trackers?

Brand-visibility trackers answer 'am I mentioned?' at the brand level. Notice answers 'am I the one that gets bought?' at the SKU level. It grades how individual products rank across ChatGPT, Gemini, and Perplexity, audits who holds each product slot in Shopify's global agent catalog (you, a retailer, or a reseller), attributes agent-driven orders back to the surface and prompt that caused them, and identifies the one structural fix to recapture a slot you're losing.