Get into the AI shopping shortlist.
Shoppers ask AI “what’s the best zero-waste skincare made in the USA” and get a curated list — no ads, no scrolling. Vizzybl shows whether your brand makes that list, and helps you win the product roundups that drive AI-assisted purchases.
- Track the “best [category] brand” and product-roundup prompts shoppers ask
- See how AI compares you to Amazon listings and bigger competitors
- Shape the attributes — ethics, ingredients, quality — AI repeats about you


See who AI recommends when buyers ask what to buy.
Compare your products against the brands you compete with on the prompts that signal real purchase intent, and find exactly where rivals are winning the recommendation.
- Side-by-side visibility on commercial-intent prompts
- Spot the products and categories where you're losing share
- Find credible gaps you can close to win the sale

Mine the questions that come right before a purchase.
Discover the comparison and recommendation prompts shoppers send AI — 'best X for Y', 'X vs Z' — and own the answers that convert browsers into buyers.
- Real shopper prompts tagged by commercial intent
- See whether AI sends buyers to you or a competitor
- Prioritize the product content that wins recommendations


Make your product pages ready for AI to act on.
Compare any two product or category pages and see exactly what makes one citation-ready and the other invisible — then ship the structure, detail, and clarity AI needs to recommend you.
- Pinpoint what a winning product page does differently
- Get concrete fixes for structure, detail, and clarity
- Prepare your catalogue for AI-driven discovery
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Frequently Asked Questions
Straight answers about Generative Engine Optimization and getting your business found by AI.
- Shoppers increasingly ask AI ‘what’s the best [category] brand’ and get a curated shortlist instead of scrolling ads. Vizzybl shows whether your products make that list.
- Yes. AI roundups weigh attributes like quality, ethics, ingredients, and reviews, not just ad spend. Vizzybl helps you shape the attributes AI repeats about you so you earn a spot.
- Vizzybl tracks the product and ‘best of’ prompts shoppers ask, shows how AI compares you to rivals, and recommends the content and signals that get you included.
- Vizzybl covers the major answer engines — ChatGPT, Google Gemini, Claude, and Perplexity — where AI-assisted product discovery is happening.
- Yes. Start free to see how AI currently talks about your brand and category.
Stop Being Invisible
to AI Search Engines.
Millions are turning to AI to find businesses to buy from and non-profits to support. Make sure you're exactly what they find.

