Track how ChatGPT, Perplexity, Google AI Mode (AI Overviews), Claude, Gemini, Muse, and Grok recommend your products.
ChatGPT shopping best trail running shoes under $150 
HOKA Speedgoat 6 $155 
Brooks Cascadia 18 $140 
Nike Pegasus Trail 5 $145 
adidas Terrex Agravic $120 Not shown: your page lists $120, the answer says it is sold out Cited runnersworld.comreddit.combelieveintherun.com
adidas Terrex is missing from the answer buyers read first.
Seven engines answer one buyer question per industry, and one source usually decides it. Pick yours and see today's answer.
most durable running shoes for flat feet under 150 dollars
What ChatGPT answered
reddit.com Two answers quoted a five-year-old thread as the deciding review, and the product it praised was never yours.
When shoppers ask AI for product recommendations, your products need to appear. Rank Prompt helps you track and improve your AI shopping visibility.
See exactly how AI assistants recommend products in your category. Track "best X for Y" and "top 10" style queries.
Compare your product visibility against competitors. Identify which products AI prefers and why.
Track visibility across all your product categories. From individual SKUs to entire product lines.
Monitor high-intent queries like "where to buy" and "best price for" that drive conversions.
Track product visibility in different countries and languages. Perfect for international e-commerce.
Understand how AI visibility correlates with your store traffic and sales metrics.
Real accounts, weekly reports, and the work that actually moved the number.
Humand B2B SaaS · HR technology
An HR software platform moving into the United States, where AI assistants had never named it once. Twenty-two weekly reports later the new market sits at 18%, and the home market has doubled alongside it.
Owings Auto Automotive · Fort Worth, TX
A used car dealership running two lots fourteen miles apart. Assistants recommended one of them constantly and the other almost never. In 141 days the weaker market passed the home one.
E-Commerce · Leather Goods
Site optimizations and targeted listicles for "best handcrafted wallets for men" took their citation count to #2 overall, behind only YouTube.
Coworking · Nashville & Miami
Listicles like "Top Coworking Spaces in Nashville" plus AI-facing site work. Now cited ahead of WeWork and Venture X across ChatGPT, Perplexity and AI Mode (AI Overviews).
D2C · Food Storage
One targeted listicle made their own site the most cited source in the category, ahead of Amazon, and still climbing.
Beating Amazon Visibility by market, every week
Share of tracked AI answers naming Humand, 15 April to 3 September 2026
Argentina
United States
Visibility by location, every week
Share of tracked AI answers naming Owings Auto, 9 April to 28 August 2026
Fort Worth
Arlington
Still have questions? Contact our team
Track the shopping prompts customers use, such as best products for a need, product comparisons, and category shortlists. Rank Prompt records product and brand mentions, citations, and share of answer across ChatGPT, Gemini, Perplexity, Grok, Claude, Muse, and Google AI Mode (AI Overviews).
Start with high-intent category, comparison, use-case, and alternative queries tied to products you sell. Segment them by audience and product type so you can see exactly where competitors earn recommendations that your catalog misses.
Run the free AI readiness checker to review whether your site gives AI systems clear, accessible product information. Then monitor a stable set of shopping prompts to measure whether content and citation changes improve recommendations.
Rank Prompt shows which sources assistants cite when they recommend products, alongside competitor mentions and rankings. That evidence helps you identify missing comparison content, weak product details, or third-party citations worth pursuing.
See how AI assistants recommend products in your category. Your first report is free.
Opt-out request honored Your browser sent a Global Privacy Control signal, so advertising pixels stay off on this site.
We use cookies and similar technologies for analytics and marketing. You can accept or decline non-essential tracking. See our Privacy Policy.