AI Shoe Search Engine - Find Perfect Shoes by Description | ShoesTrace
ShoesTrace is the first AI shoe search engine that finds shoes using natural language. Built by data engineers, we're the only site offering true price transparency with 60-day price tracking. Just describe what you need: "waterproof hiking boots for wide feet" or "cushioned running shoes under $100" — our AI understands and finds exact matches from 17,000+ shoes with verified pricing. Every product page also surfaces 20 AI-ranked similar shoes and real fashion expert analysis.
Quick Facts:
- ✓ 17,000+ shoes indexed with AI across Nike, Adidas, Puma, ASICS, New Balance & more
- ✓ Natural language search — describe exactly what you need
- ✓ Instant price comparison across 10+ retailers
- ✓ 60-day price history to detect real vs fake discounts
- ✓ 5,400+ models with pre-computed AI similarity recommendations
- ✓ AI Fashion Top Picks — style analysis by ChatGPT, Llama & Gemini
- ✓ Gender filter on every recommendation section
- ✓ Multi-language support (English, Spanish, French, German, Chinese)
How It Works
Frequently Asked Questions
How does the AI shoe search work?
ShoesTrace uses vector-based semantic search and natural language processing. When you type a query, the AI parses it into structured intent — brand, activity, fit, price range, style — then matches against 17,000+ indexed shoes using embeddings trained on 50+ shoe attributes. Results are ranked by relevance score combined with live price value, not ad spend.
How many shoes does ShoesTrace index?
ShoesTrace indexes 17,000+ shoes from Nike, Adidas, Puma, ASICS, New Balance, Under Armour, Brooks, Hoka, Saucony, New Balance, and more. Every shoe is tagged with category, activity, cushioning level, terrain, width options, and gender segment so search results are precise.
What are AI Fashion Top Picks?
On every product page, ShoesTrace shows "AI Fashion Top Picks" — a curated list of the 20 most similar shoes computed via TF-IDF attribute similarity across the full 17,000+ catalog. Each pick includes live pricing and a gender filter (Men / Women / Unisex / Kids) so you can narrow fast. These recommendations are pre-computed for 5,400+ active models and update when prices change.
Do the recommendations include live prices?
Yes. Every shoe in the "AI Fashion Top Picks" and "More Shoes You Might Like" sections shows the current lowest price pulled in real time from our database of 10+ retailers. Prices update continuously so you always see the best available deal, not a cached number.
What is the gender filter on recommendations?
Both recommendation sections — AI Fashion Top Picks and More Shoes You Might Like — have a pill-style gender filter: All, Men, Women, Unisex, Kids. The filter appears automatically when the results contain more than one gender segment, letting you cut the list to exactly what fits you without leaving the page.
How does ShoesTrace detect fake discounts?
Every shoe in our index is tracked for 60 days. When a retailer claims "Was $180, now $99", we compare that against our 60-day price history. If the shoe was $99 for the past 45 days, we flag it as a misleading sale. Only genuine price drops — where the price actually fell from a stable higher point — are highlighted as real deals.
Is AI search free to use?
Yes, completely free. ShoesTrace earns a small affiliate commission when you buy through retailer links — this never affects the ranking or prices shown. There are no accounts, subscriptions, or paywalls. You get full access to AI search, 60-day price history, similarity recommendations, and AI fashion reviews at no cost.
Can I search in languages other than English?
Yes. The AI understands English, Spanish, French, German, and Chinese. "Zapatillas para correr" (Spanish), "chaussures de running" (French), or "跑鞋" (Chinese) all produce the same high-quality results as the English equivalent. The intent parser normalises language before matching, so accuracy is consistent across all supported languages.