How Euphora finds the perfect gift
Tell us about the person and occasion. Our AI matches your scenario against a hand-curated European catalog and shows you 15 gifts across 3 categories. Tap what you like, refine if needed, and buy directly from the retailer.
01A guided journey, not a blank box
Instead of staring at an empty search bar, Euphora walks you through a quick guided conversation. Build a sentence step by step: who the gift is for, the occasion, their interests, your budget. Or skip straight to freeform and describe the situation in your own words.
“My dad is turning 65 next month. He's retired, spends most of his time in the garden, and has started getting into birdwatching. I'd like something thoughtful but useful, around €40.”
02AI understands your scenario
Your description is parsed to identify the key dimensions of the gift decision: the recipient, your relationship, the occasion, their interests, the budget range, and any constraints. It understands context: “started getting into birdwatching” signals a new hobby, so you'll see introductory gear rather than expert equipment.
03Matched against a curated European catalog
Your parsed intent is scored against every product in our catalog across multiple dimensions: budget fit, category relevance, relationship suitability, occasion appropriateness, emotional tone, and recipient-appropriateness. We also filter out items that aren't right for the recipient, such as age-restricted products for a child or strongly gender-specific items that don't match. Every product has been individually evaluated for gift suitability by our AI before it ever appears in a recommendation.
0415 gifts across 3 categories
You see 15 products organised into 3 themed categories, each with 5 options. Scroll horizontally through each row. Tap any card to see the full details: why it was chosen, the price, shipping info, and a link to buy.
05Tap what interests you, we learn
Like something? Tap it. Want different options? Hit “Show me different” and tell us what to adjust: budget direction, more specific interests, different categories. Up to 3 rounds, each one informed by what you've already seen.
06Buy from the retailer
When you find the right gift, tap through to buy it directly from the retailer's website. We never handle payment or shipping. You're buying from established European retailers with their standard delivery and returns policies.
Euphora earns a small commission from the retailer when you purchase. This is how the service stays free. Our recommendations are never influenced by commission rates; they're driven entirely by fit.
Under the hood
Curious how the engine works? These sections explain the thinking behind specific features.
How refinement adapts to your feedback
When you ask for different options, we don't just remove what you rejected. We analyse the patterns (what categories you passed on, what price range felt wrong, which tones missed the mark) and adjust everything for the next round. Products similar to what you rejected drop away. Categories you engaged with rise to the top. The second round isn't random; it's specifically calibrated to avoid the same mistakes.
How we match the right emotional tone
Every gift carries an emotional signal: practical, meaningful, playful, luxurious. We classify each product's tone when it enters our catalog, and your description carries tone signals too. “Something fun for a friend” skews playful. “A meaningful gift for my mother” skews sentimental. We weigh these tone dimensions so the recommendations feel right, not just technically correct.
How budget flexibility works
If you say “around €40,” the system creates a range, typically ±30% of your target. Products within this window score highest, but exceptional matches slightly outside it still appear. You can adjust this during refinement with the budget controls: “Cheaper” shifts the whole window down, “Pricier” shifts it up. The system also learns budget norms (what people typically spend for different relationships and occasions) and uses those as calibration points when your stated budget feels unusually high or low.
How we handle difficult recipients
Some people genuinely seem impossible to buy for: the person who has everything, the minimalist, the one who returns gifts. The engine handles this by weighting experiential and consumable gifts higher for these profiles, avoiding generic options, and leaning into specific interests rather than safe defaults. If the first round misses, the refinement loop is designed precisely for these cases; each round narrows substantially based on what didn't work.
Our catalog
Every product in our catalog comes from a specialist European retailer we've individually vetted. We don't scrape marketplaces or aggregate random listings. Each retailer is selected for quality, reliability, and the kind of products that make genuinely good gifts.
Every product goes through a multi-dimensional evaluation: gift suitability, category classification, tone analysis, relationship fit, and occasion matching. Products that don't meet our quality threshold are filtered out before they ever appear in a recommendation.
The catalog grows steadily as we onboard new retailers across Europe. The system continuously learns which products perform well as gifts and adjusts accordingly.