FruitfulTwo sides. Better matches.
Real attributes. Better matches.
Fruitful helps apples and oranges find the best matches using real attributes and reciprocal preferences. Because a great match works for both sides.
Seed data. Exact counts, not estimates.
Each dot is one of the 400 seed pairs. 50% or more counts as high.
Click a dot or choose a pair. The outlined card below shows its details.
Scores come in steps because each fruit states 1 to 4 preferences.
Selected pair · from the plot above
Strong two-way fit, not a perfect mutual match.
Apple → Orange
100%3 of 3 satisfied
Orange → Apple
75%3 of 4 satisfied
Why not 100%? Leaf: O06 wants a leaf · A01 has no leaf.
A01’s preferences3 of 3 satisfied
A01 states no preference on weight, stem, leaf and chemicals.
O06’s preferences3 of 4 satisfied
O06 states no preference on stem, worm and shine.
Sign up or act as a fruit to send it.
Based on real attributes: size, weight, stem, leaf, worm, shine factor and chemicals.
Percentages are diagnostic shares of stated preferences satisfied, not predicted success probabilities.
Ask the data · Preview
Questions are answered from the seed's fruits and pairs. Every number comes from the matching engine, and every answer names the pairs it read.
Answers from the seed data
5 of 5 answers left today · 15 of 15 in total
Without the preview server, a keyword match stands in for OpenAI and the count lives in this browser. Started with npm run preview, OpenAI answers and the server counts (ADR-0014); the model's key never reaches this page.
How it works
Start a conversation, choose apple or orange, and watch the system work. Each step shows its state: pending, processing, completed, failed or retrying.
A new apple or orange is generated with its seven attributes and its preferences.
The fruit says who it is and what it wants, in its own words. Its recorded values sit next to the words.
Nothing counts as saved until the database confirms it.
Every candidate gets two numbers: the share of each side's preferences that the other satisfies.
One message for each side, citing only the checks behind the numbers. If the LLM is unavailable, a labelled rule-based summary appears.
Why you can trust the numbers
Every pair shows both directions. Fruitful never blends them into one score, so a one-sided match cannot hide.
A01 × O06 · Apple → Orange
100%3 of 3 apple preferences satisfied
A01 × O06 · Orange → Apple
75%3 of 4 orange preferences satisfied
Open any percentage to see each check: what was wanted, what was there, and the result.
| Attribute | Wants | Has | Result |
|---|---|---|---|
| Size | at least 7 cm | 7.2 cm | Satisfied |
| Weight | at least 180 g | 185 g | Satisfied |
| Leaf | yes | no | Not satisfied |
| Chemicals | no | no | Satisfied |
| 3 of 4 satisfied: 75% | |||
A missing value is never guessed. You see the confirmed share and the best case.
| Attribute | Wants | Has | Result |
|---|---|---|---|
| Size | at least 7 cm | 9.1 cm | Satisfied |
| Weight | at least 180 g | Not recorded | Unknown |
| Leaf | yes | yes | Satisfied |
| Chemicals | no | no | Satisfied |
3 of 4, 1 unknown: 75% to 100%