Profound, Peec, and Otterly are the AEO tools most Shopify merchants end up comparing, and all three do the same core job well — track how AI engines cite your brand — but none of them ties a single citation back to an order in your Shopify store. That revenue-attribution gap is the reason to think Shopify-native, not just “biggest tool.”
What are the main Shopify AEO tools in 2026?
There’s no shortage of AI-visibility (AEO/GEO) tools, but three names come up in almost every comparison:
- Profound — the enterprise leader. It just raised a $96M Series C at a $1B valuation in February 2026, led by Lightspeed with Sequoia and Kleiner Perkins in the round (Profound, SiliconANGLE). Its edge is depth: it breaks down how each answer engine builds its response and which sources it pulls from. Reported pricing starts around $499/mo (Surmado).
- Peec AI — the mid-market pick, reported from about €89/mo. Its strength is granularity: filter citations by engine, geography, language, and prompt cluster, with data captured through live browser sessions (Discovered Labs).
- Otterly — the budget option, reported from about $29/mo with a free tier. Broad multi-engine tracking and a simple interface aimed at founders and marketers rather than SEO specialists (Surmado).
That funding number is the signal worth sitting with: a monitoring tool is now a billion-dollar category because the demand to know “does AI recommend me?” is real. The question for a store owner is whether a general brand-monitoring tool answers your version of that question.
What do these tools actually do — and not do?
They diagnose. They don’t fix, and they don’t sell.
Every one of these platforms tracks mentions, sentiment, and citations across ChatGPT, Perplexity, Gemini, Copilot, and the rest. What they hand you is a dashboard of where you show up. As one head-to-head comparison put it, all three “diagnose the problem but don’t fix it” — they leave content creation, schema, and authority-building to your team (Discovered Labs).
Two things follow from that, and both matter more for a Shopify store than for a Fortune 500 brand team:
- None of them is a Shopify app. They don’t install in your admin, don’t read your product feed, and don’t know your catalog. They watch the open web for your brand name.
- None of them ties a citation to an order. They’ll tell you ChatGPT mentioned you in an answer. They won’t tell you that mention drove a session that converted into a $180 sale.
For a big brand, “share of voice in AI answers” is a fine top-of-funnel metric. For a merchant, the only number that pays rent is revenue, and that’s the number these tools structurally can’t produce.
Why does AI visibility matter for a Shopify store right now?
Because the channel is already producing orders, not just impressions. Shopify’s own Q1 2026 data:
- AI-referred orders grew nearly 13x year over year, and AI-referral sessions grew more than 8x.
- AI-referred shoppers convert about 50% higher than organic search when the session starts on a product detail page.
- Those orders carry 14% higher average order value than organic search.
- More than half of AI-referred sessions land directly on a product page (vs. ~20% for organic), because AI usually recommends a specific product, not a category (Shopify).
Read that last point again: AI sends buyers straight to the exact product it named. So the whole game is being the product it names — and then proving it paid off.
What’s missing for Shopify merchants specifically?
The attribution loop. Here’s the same comparison seen from a merchant’s chair:
| What you need to know | Profound / Peec / Otterly | What a Shopify store actually needs |
|---|---|---|
| Does AI mention my brand? | Yes — core feature | — |
| Which AI engines cite me, and for which prompts? | Yes (Peec/Profound go deep) | — |
| Does it install in my Shopify admin? | No — separate SaaS | An app that reads my catalog |
| Does it read my product feed? | No | Scores the feed AI actually ingests |
| Which citation drove which session? | No | AI referral → session mapping |
| Which citation drove revenue? | No | Citation → order → dollars |
The top four rows are covered. The bottom two — the ones a Shopify owner would actually pay for — are the gap. The enterprise tools are excellent brand-monitoring products built for marketing teams that measure “mentions.” They were never built to close the loop between an AI recommendation and a line item in your Shopify orders.
So how do you pick a Shopify AEO tool?
If you’re a global brand tracking share of voice across every answer engine, Profound is the deepest tool and the reason its category is worth a billion dollars. If you want granular filtering on a mid-market budget, Peec. If you just want to start watching for cheap, Otterly.
If you run a Shopify store, the question is narrower: which AI citations are actually bringing me buyers, and are they converting? That’s what AI Visibility is built for. It installs in your Shopify admin, scores the live product feed the AI engines ingest, runs your category’s real buyer prompts to show which competitor gets named instead of you, and then connects each AI citation to sessions and revenue in your store. Same diagnosis the big tools give you — plus the one row they can’t fill: the dollars each citation brought in.