Internal admin / recommendation beta
Recommendation tester
Fill in a recipient brief and generate a test pick. If AI keys are configured on the server, this calls the live recommendation prompt. Without keys, it clearly falls back to seeded mock data.
AI-picked gift
Spidey and His Amazing Friends Transforming Web-Spinning Hauler Vehicle Toy Set
- Product link
- Open product ↗
- Estimated cost
- $39.99 product + tax/shipping within $75 cap
- Why AI picked it
- It hits Spider-Man without buying more LEGO, which the sender flagged as already covered. It is more specific than a generic toy and still simple enough for a young birthday.
- Safety / age check
- Rated 3+, non-food, no alcohol/restricted categories. Human review should verify no small magnets, no projectile pieces, and current age labeling before purchase.
- Concerns for human review
- Nut allergy present: avoid food add-ons and verify the merchant order does not bundle candy.
- Confirm stock and delivery timing before placing the order.
- Backups
Spider-Man Stories from the Spider-Verse
Bookshop.org
Still Spider-Man-specific, avoids buying more LEGO, and is easy to ship.
Open product ↗Crayola Inspiration Art Case
Target
Creative, age-appropriate, and useful if the superhero pick is out of stock.
Open product ↗- Suggested e-card note
- A birthday gift for Matthew just arrived. Someone outsourced the choosing to AI, and Spider-Man appears to have survived the process.
Human review may block only hard constraints: safety, age-appropriateness, restricted categories, allergies, stock, shipping, budget cap, or customer-forbidden picks. Taste stays with the AI.
Prompt trace
Use this when tuning the gift-selection algorithm. It shows the exact inputs, prompts, request payload, raw output, and parsed result returned by this test run.
No prompt trace returned. Older responses did not include tracing.