Your Shoppers Ask AI Before They Buy. Are Your Products Getting Cited?
Shoppers increasingly ask ChatGPT and Perplexity "what's the best [product] for [need]?" before visiting any store. If your products aren't being cited in those AI recommendations, you're losing sales to competitors who are. We fix that.
AI Is the New Shopping Aisle — and You're Not on the Shelf
The way consumers discover and choose products has fundamentally changed. Has your ecommerce strategy caught up?
Ad Costs Keep Climbing, ROAS Keeps Falling
Ecommerce CPCs are at all-time highs. You're paying more for every click while conversion rates stagnate. Meanwhile, the shoppers who research via AI before buying never see your ads — they've already made their shortlist.
AI Recommends Your Competitors, Not You
Ask ChatGPT "best running shoes under $150" right now. The brands cited are winning sales from buyers who trust AI recommendations more than ads. If you're not in that answer, you don't exist for a growing share of shoppers.
Amazon Owns Search. AI Is the New Battleground.
You can't outspend Amazon on Google Shopping. But AI search is a level playing field — the brands that build AI visibility now will dominate product recommendations for years. Your competitors haven't started yet.
See How It Works
Watch how Snezzi gets your products cited in AI shopping queries
From Invisible to Recommended — Here's How
A clear path from losing sales to becoming the brand AI recommends for your product category
Audit Your Product Visibility
We benchmark which competitor products are being cited for your category queries — and where your products are invisible. You'll see exactly who's winning the AI recommendations your shoppers rely on.
Map High-Intent Shopping Queries
We identify the queries that drive purchases: "best [product] for [need]," "[brand] vs [brand]," "[product category] recommendations 2026." Your team gets a clear roadmap with monthly milestones.
Optimize & Get Cited
Our AI agents optimize your product pages, build authority signals, and track citations 24/7. Significantly more cost-effective than enterprise alternatives. No manual consulting, no long-term contracts.
Ecommerce Brands That Stopped Losing Sales to AI
Real results from brands that got their products cited in AI recommendations
See detailed breakdowns of how these brands achieved results
View Full Case StudiesWhat Ecommerce Leaders Say
"Snezzi completely transformed how we approached organic growth at Unleash Wellness. We moved away from the constant back and forth with agencies and took full control of our visibility strategy. The platform made it incredibly easy to identify what mattered, from tracking how our brand appeared in AI search to creating content that actually ranked and resonated with our audience. Within months, we saw a 3x increase in traffic and a steady rise in new orders. What used to take weeks of manual effort is now automated, measurable, and driving real business impact."
"Working with Snezzi has been a game changer for us. Before using it, most of our traffic came from random sources and running ads was nearly impossible in our category. After implementing Snezzi's recommendations and insights, our organic visibility and orders grew steadily month after month. The team helped us refine our website, content, and structure in a way that actually drives results. It's rare to find a partner that understands both SEO and the realities of regulated markets so well."
Frequently Asked Questions
Google Shopping and paid ads only reach buyers actively searching on Google. But a growing number of shoppers now ask ChatGPT or Perplexity 'what's the best [product] for [need]?' before they ever visit a marketplace or store. AI visibility ensures your products are cited in those AI-generated recommendations — a channel your ads literally cannot reach.
Because AI search is where the buying journey increasingly starts. Traditional SEO and PPC still matter, but they don't capture the growing share of shoppers who research via AI before clicking any search result. AI visibility complements your existing strategy by capturing this new channel. Think of it as opening a storefront on the platform your customers just moved to.
Any ecommerce brand where buyers research before purchasing: DTC brands, specialty retailers, health and wellness products, fashion, home goods, electronics, and more. Categories with comparison queries ('best X for Y', 'X vs Y') benefit the most because those are exactly the questions AI platforms answer. We also work with health and wellness brands.
We optimize your product and category pages with structured data (Product, Offer, Review schema), entity-rich descriptions, FAQ content, and the authority signals AI models use to determine which products to recommend. Our AI agents continuously monitor how your products appear across ChatGPT, Perplexity, and Google AI Overviews.
A botanical products brand went from 1-2 orders to 10+ monthly orders with 300% traffic increase in 4 months. A pet wellness brand saw 5X growth in AI mentions, 220% organic growth, and cut ad spend by 40% in 5 months. Results vary by category, but ecommerce brands typically see strong ROI because AI search recommendations drive high-intent traffic.
Most ecommerce brands see measurable improvements in AI citations within 4-6 weeks. Product-level citations and traffic growth typically develop over 2-3 months. The key advantage over SEO: once your products are cited in AI, that visibility compounds — you don't lose it when you stop spending on ads.
You'll get a 30-minute call with our founders. We'll show you exactly which competitor products are getting cited in AI shopping queries, your current AI visibility score, and a prioritized roadmap to get your products recommended. You'll leave with actionable insights whether or not you work with us.
No. We offer flexible month-to-month plans. No long-term contracts required. We earn your business every month with measurable results — real AI citation data and traffic attribution, not vanity metrics.
Book Your Free Strategy Session
30 minutes with our founders. We'll show you exactly where your products are invisible in AI shopping queries — and the roadmap to get cited. No obligation.
