TasteRay understands why your users want things, not just what they've clicked. One API call delivers recommendations with explanations that build trust and drive conversion.
↗ potential uplift, let's test yours
Click patterns and collaborative filtering can't capture what makes your users unique. That's why their suggestions feel hollow.
Generic suggestions that could be for anyone. Users bounce because your recommendations don't feel made for them.
You know personalization matters, but building recommendation systems takes months. Your team should be shipping features.
People shouldn't have to scroll through irrelevant suggestions. Great personalization should feel like having a thoughtful friend.
The real villain: Algorithms that reduce your users to click patterns.
We've been where you are. We've watched users bounce despite great products. We built TasteRay because we knew there had to be a better way.
Built by engineers who solved personalization at scale.
TasteRay combines frontier LLMs' reasoning with real-time web grounding to deliver recommendations your users actually trust.
Because recommendations feel made for them
TasteRay understands context in any format—conversation excerpts, preference lists, or unstructured profiles. Users feel seen, not sorted.
Because every rec comes with a reason to buy
Human-readable explanations tell users exactly why they'll love it. Trust builds. Clicks convert.
One API call, no ML infrastructure
Stop building recommendation systems. Start using them. Go from zero to personalized in an afternoon.
25+ verticals, one API
Movies, restaurants, products, travel, jobs—one simple interface handles them all with real-time web grounding.
Free, 30 seconds
Any format works
Rich explanations included
"TasteRay cut our integration from 3 months to 3 days. The recommendations feel like magic."
"Users trust suggestions they understand. The explanations changed everything."
"Recommendations that feel like a friend. Our users actually click now."
We're confident TasteRay will transform your recommendations. If it doesn't, we'll make it right.
| Feature | TasteRay | Traditional ML |
|---|---|---|
| Setup time | ✓ 1 afternoon | 3-6 months |
| Explanations | ✓ Built-in | Extra development |
| ML expertise | ✓ None required | Dedicated team |
| Infrastructure | ✓ Fully managed | Build & maintain |
| Real-time data | ✓ Web search included | Additional integration |
| Multi-vertical | ✓ 25+ supported | Build each one |
Same API, same simplicity—whether you're recommending movies or mortgages.
A simple REST API with comprehensive documentation. No ML expertise required.
// Get personalized recommendations const response = await fetch('https://api.tasteray.com/v1/recommend', { method: 'POST', headers: { 'Content-Type': 'application/json', 'X-API-Key': process.env.TASTERAY_KEY }, body: JSON.stringify({ vertical: 'products', context: { profile: 'Looking for noise-cancelling earbuds for daily commute.', constraints: { budget_max: 300 } }, options: { count: 5 } }) }); const { recommendations } = await response.json(); // recommendations[0].item.name = "Sony WF-1000XM5" // recommendations[0].explanation.why_match = "..."
# Get personalized recommendations import requests import os response = requests.post( 'https://api.tasteray.com/v1/recommend', headers={ 'Content-Type': 'application/json', 'X-API-Key': os.environ['TASTERAY_KEY'] }, json={ 'vertical': 'products', 'context': { 'profile': 'Looking for noise-cancelling earbuds for daily commute.', 'constraints': {'budget_max': 300} }, 'options': {'count': 5} } ) recs = response.json()['recommendations'] # recs[0]['item']['name'] = "Sony WF-1000XM5"
# Get personalized recommendations curl -X POST https://api.tasteray.com/v1/recommend -H "Content-Type: application/json" -H "X-API-Key: $TASTERAY_KEY" -d '{ "vertical": "products", "context": { "profile": "Looking for noise-cancelling earbuds for daily commute.", "constraints": {"budget_max": 300} }, "options": {"count": 5} }' # Response: {"recommendations": [...]}
Have a feature request?
Let us know →Not ready for an API key yet?
No credit card required. Upgrade when you're ready.
Join teams shipping personalization that users love.