Prompt library
The AI Prompts Online Shoppers Actually Ask
What shoppers type into ChatGPT before they ever add something to a cart.
Online shoppers are swapping endless review-site scrolling for a single question to an AI assistant — and the answer they get back often becomes their shortlist. Here are the real question patterns shaping what products and stores get recommended.
Best noise-cancelling headphones under $150 for a daily commute
Price ceiling plus use case turns a broad category search into a narrow, high-intent shortlist request.
Is [Brand] worth it or should I buy the cheaper alternative
Direct brand-versus-value comparisons are where AI assistants make or break a specific purchase decision.
What’s a good Shopify store for sustainable activewear
Store-level (not just product-level) recommendations decide which retailer captures the sale, not just which item.
Best baby stroller for small apartments and city walking
Lifestyle qualifiers like apartment living reshape which products even qualify for the answer.
[Competitor] vs [Competitor] which has better return policy
Buyers weighing two known brands are close to purchase and comparing operational trust, not just product specs.
Where can I buy [specific product] that actually ships to Canada
Fulfillment and shipping constraints filter out retailers instantly — being mentioned without meeting this loses the sale.
Cheaper alternative to [Brand] skincare that still works for sensitive skin
Alternative-seeking with a constraint (sensitive skin) shows real dissatisfaction plus a specific requirement to satisfy.
Best online mattress brands based on real customer reviews
Buyers explicitly ask AI to synthesize review sentiment, meaning perceived reputation now drives recommendation as much as SEO ever did.