Giftin.ai research

We test what actually makes AI gift recommendations better.

No fake benchmark numbers. We publish the question, method, outputs and limitations when a test is actually run.

Original studies coming soon
Experiment registry

Useful claims should be testable.

Until a study has real outputs, it stays marked upcoming. This page is intentionally noindex for now.

TEST 001Upcoming

Minimal context vs detailed context

Question
Does adding relevant recipient detail produce more varied and useful ideas?
Controlled
Same people, budgets, deadlines and base prompt structure.
Evaluation
Specificity, category variety, constraint fit and obvious repetition.
TEST 002Upcoming

Which detail changes the answer most?

Question
Relationship, budget, timing, interests, avoid list or past gifts?
Controlled
One variable changed at a time.
Evaluation
How much the direction set actually moves.
TEST 003Upcoming

Same people, different gift finders

Question
How do current general AI tools differ on the same recipient briefs?
Controlled
10 fixed recipient profiles and the same prompt structure.
Evaluation
Outputs anonymized before rating where practical.

What we will publish with a finished test

01

Exact recipient profiles and prompts

02

Raw or anonymized outputs

03

Scoring criteria decided before results

04

Limitations and anything that changed during the run

When the first study has real data, this page can be indexed and the result gets its own dated report.