The best AI visibility tools for e-commerce
Shoppers ask AI what to buy. For a store, the questions that matter are about products, and the risk is an answer quoting the wrong price or stock.
Disclosure: IndexHalo publishes this guide and sells one of the tools listed. Every fact about another company comes from its own website, read on 3 November 2026. Vendors change their pages and show different currencies by location, so check the current price before you buy.
What matters for e-commerce brands
- Product-level questions. "Best running shoes for flat feet" matters more to you than your brand name.
- Facts about your products. Check whether answers match your catalog on price and availability.
- Markets. If you sell in several countries, check whether a plan covers each one.
The tools worth considering
Listed alphabetically.
| Tool | Price from | Why it might suit e-commerce brands | AI sources |
|---|---|---|---|
| IndexHalo (our product) | $49/mo | Your products in answers, and prices or stock that differ from your catalog. See IndexHalo for e-commerce. | ChatGPT, Gemini, Google AI Mode, Google AI Overviews, Claude, Perplexity |
| OtterlyAI | €29/mo | Lite at €29/month is a low-cost way to start with 15 prompts. | ChatGPT, Google AI Overviews, Perplexity, Microsoft Copilot; Claude, Google AI Mode and Gemini as add-ons |
| Peec AI | €85/mo | Multi-country tracking is listed on Advanced at €425/month. | Choose 3 models on the listed plans |
| Promptwatch | See page | Its Business plan lists shopping insights and state and city tracking. We could not read its price. | All models on every listed plan |
How to choose
The units differ, so a headline price says little until you turn it into your own workload. These four questions usually settle it.
- How often do you actually need to measure? Daily tracking is sold by the prompt, and it suits teams that act on daily changes. Most teams review monthly, which needs far fewer runs.
- Which AI sources do your buyers use? Several plans include only some sources and sell others as add-ons. Check the sources before you compare prices.
- What do you have to hand over? If you report to clients or colleagues, try producing a real report during the trial, and check that you can inspect each original answer behind a number.
- Do you already pay for an SEO suite? If your team already works in Semrush or Ahrefs, their add-ons may be enough. A dedicated tool may go further on evidence and reporting.
Whichever you pick, run a small test first: ten real buyer questions, in one market, on the sources you care about. Our guide on how to choose a GEO tool and on measuring AI visibility go deeper.
See the full comparison of nine tools, or read the OtterlyAI pricing guide, Peec AI pricing guide, Promptwatch pricing guide.