# AI Accuracy & Gift Recommendation Quality

HuntedGift's AI generates personalized gift recommendations by analyzing the
details you provide about your recipient. The more specific your input, the
better your results. Here's how our AI works and what to expect.


HOW ACCURATE ARE THE GIFT RECOMMENDATIONS?

Recommendation accuracy depends on the quality of information you provide. The
AI uses your recipient description, interests, occasion, budget, and any
uploaded images to match gifts from thousands of real products.

For best results, include:

 * Specific personality traits and hobbies (not just "likes music" — try "plays
   acoustic guitar and loves folk music")

 * Budget range and occasion details

 * Multiple interest categories from the badge selector

 * Style preferences or reference images

Vague inputs like "my friend" produce generic suggestions. The more detail you
share about interests and personality, the more personalized your
recommendations will be.


DO HUMANS REVIEW THE RESULTS?

No. Recommendations are fully automated and generated in real-time by AI. When
you start a chat, the AI instantly searches across curated gift databases and
returns matches without human review.

However, the gift products themselves come from a curated library of "real-loved
gifts" — items that have proven popular across brands and stores, not random
listings.


ARE THE GIFT LINKS REAL PRODUCTS?

Yes. Every gift recommendation links to a real, purchasable product from major
retailers like Amazon. When you click a gift card, it opens the retailer's page
in a new tab with live pricing and availability.

Where gifts come from:

 * Free & Pro: Curated products primarily from Amazon and major brands

 * Elite: Expanded access includes products from eBay, Etsy, and additional
   multi-store inventory

Gift links take you directly to the retailer's checkout. HuntedGift doesn't sell
products — we connect you to trusted stores.


WHY DID I GET A STRANGE OR UNEXPECTED GIFT SUGGESTION?

Unusual suggestions typically happen when:

 * Input was too vague: "Someone who likes reading" might return broad
   categories. Add genre preferences, favorite authors, or reading habits.

 * Conflicting filters: Selecting incompatible interests or extreme budget
   constraints can produce unexpected results.

 * Limited inventory: Very niche combinations may fall back to loosely related
   items.

 * Search limits exceeded: If you've hit your daily search quota, error messages
   may appear instead of recommendations.

If you see "No gift ideas found," try widening your budget range, adjusting
interest filters, or providing a more detailed recipient description.


WHAT HAPPENS IF THE AI GETS IT WRONG?

Start a new chat with more specific details. Each search refines based on the
information you provide in that session.

To improve results:

 * Add personality details beyond basic interests (e.g., "minimalist who values
   experiences over things")

 * Use the occasion and budget sliders to narrow the scope

 * Browse the /ideas page [/ideas] for curated categories and filter by
   recipient type, age, or occasion

Currently, HuntedGift doesn't have a feedback mechanism (like thumbs up/down) to
train the AI on individual preferences. Each search is independent.


ARE GIFTS CURATED OR AUTO-GENERATED?

Both. The AI auto-generates personalized recommendations in real-time during
your chat session by matching your input to a curated database of thousands of
proven, popular gift products.

Two sources:

 * AI Chat: On-the-fly recommendations pulled from the full curated library
   based on your conversation

 * /ideas Page: Pre-organized, browsable collections filtered by category,
   gender, age, and occasion

Think of it as AI-powered personalization applied to a hand-picked inventory of
real-loved gifts — not random auto-generated spam.


RELATED ARTICLES

 * Quick start guide [internal://art_01KEW68Z89YC6TYM41RECK55AQ] — Learn how to
   use the chat interface for best results

 * Understanding your plan [internal://art_01KEW68Z8A8SZ992CNWAWHT3EW] — Daily
   search limits by subscription tier