Comparison
Looking for a Peec AI alternative built for e-commerce?
Peec AI is a proven AI visibility tracker for brands in every industry. HUNTR uses the same core metrics (visibility, share of voice, position, win rate, sentiment) but is built only for online stores: everything is measured per product, too.
At a glance
| Feature | HUNTR | Peec AI |
|---|---|---|
| Built for | E-commerce brands and e-commerce agencies only | Brands and agencies in any industry |
| Core metrics | Visibility, share of voice, position, win rate, sentiment, each with a 95% range and n | Visibility, share of voice, position, win rate, sentiment |
| Product-level tracking | Every tracked product: shortlist rate, card rank, who took the slot, AI price vs catalog | AI Shopping module tracks SKUs (catalog from Shopify, CSV or Merchant Center) and compares prices |
| Shopping engines | Product cards in ChatGPT and Google AI Mode, plus AI Overviews, Gemini and Perplexity | AI Shopping focuses on ChatGPT (our check, October 2026) |
| Source types | Retailer, marketplace, "best X" list, Reddit, YouTube, review site, competitor, own site | Domain and URL source reports |
| Revenue | Measured AI-referred Shopify orders by week, separate from estimates | GA4 referral integration |
| Actions | Per product, with drafts (pitch email, Reddit reply, product description) and before/after | Prioritized Actions module |
| Agencies | White-label logo and colors, client logins, pitch scans | Pitch projects and client access |
| Brand perception | Attribute association and prominence, objections, fact-check of AI claims (prices, shipping, returns, availability) with correction drafts | Brand Perception module: associations, objections, fact-checking |
| API / MCP | Read-only REST API and MCP server (Scale and Agency) | API and hosted MCP server with read and write tools |
| Entry price | $149/month (3 engines, 40 prompts, daily) | $95/month (Starter, 3 models, 50 prompts) |
Which one should you choose?
If you are not in e-commerce, or you need many AI models and deep brand-perception analysis, Peec AI is a strong choice. If you sell products online and want to know which of them AI puts on the shelf, who took the slot and what to fix, that is the only thing HUNTR does.
Peec AI may be the better fit if
- You are not an online store (B2B software, services, publishers).
- You need engines we do not track yet, such as Copilot as a tracked engine.
- You already run Peec AI across many brands and only need occasional shopping checks.
Why an e-commerce-specific tool
A brand mention is not the same as a sale. In shopping answers, assistants often show a few product cards with a price, a rating and a merchant. What matters to a store is whether its product is on that short list, at what rank, with the right price, and which page convinced the assistant.
HUNTR imports your catalog so every metric can be broken down by product, and it classifies citations into the source types that move shopping answers: retailers, marketplaces, "best X" lists, Reddit threads, YouTube reviews and review sites.
Same metric definitions, with ranges
We use the familiar definitions so numbers are comparable, and add the uncertainty that repeated AI answers need.
| Metric | Definition |
|---|---|
| Visibility | Answers mentioning the brand ÷ all answers |
| Share of voice | Brand mentions ÷ all brand mentions |
| Position | Average rank among all brands detected in an answer |
| Win rate | Answers where the brand ranks first ÷ all answers |
| Shortlist rate | Relevant answers showing the product card ÷ relevant answers |
Every percentage is shown with a 95% Wilson interval and the sample size n.
Market context
AI visibility tracking is an established category: Peec AI passed $10M in annual recurring revenue in May 2026 (TechCrunch). That says something about demand for the category, not about us.
Frequently asked questions
Is this an official Peec AI product or partner?
No. HUNTR is independent and not affiliated with Peec AI. Not affiliated with OpenAI, Google, Perplexity or Shopify.
Can I switch from Peec AI?
Yes. Export your prompts as CSV and import them in the prompt manager; then add your store URL to import products.
Do you guarantee better results than Peec AI?
No. Both tools measure; neither controls what AI assistants answer. Pick the one whose data fits your business.