Battle-tested tag hierarchy from product titles
Tags that appear later (rightmost position) in product titles consistently win battles against tags that appear earlier. We use an ELO-style ranking system to score each tag based on its positional dominance.
| tag | component | score |
|---|---|---|
| DESIGN | 0 | 422.669389 |
| PENDANT | 0 | 288.447777 |
| EARRINGS | 0 | 249.171099 |
| DOOR PULL | 0 | 237.163814 |
| TRAINERS | 0 | 222.362647 |
| ORNAMENT | 0 | 189.335083 |
| ADAPTER | 0 | 169.427248 |
| DEODORANT | 0 | 165.348669 |
| SWEATSHIRT | 0 | 160.092403 |
| ORGANIC | 0 | 146.669920 |
| INTERFOLD | 0 | 145.312208 |
| NECKLACE | 0 | 141.494827 |
| GOLD | 0 | 133.876576 |
| SANDALS | 0 | 130.936323 |
| INCENSE STICKS | 0 | 129.819534 |
| MICROPROCESSOR | 0 | 127.326411 |
| JEANS | 0 | 126.542270 |
| STUD EARRINGS | 0 | 118.971314 |
| LYCRA | 0 | 111.577910 |
| NAVY | 0 | 110.094656 |
Tags that our model predicts are most likely to be pushed to the end of product titles.
| tag | component | score |
|---|---|---|
| AIRBRUSH | 0 | -478.983636 |
| MADE IN CROATIA GIFT | 87 | -331.784620 |
| IBM | 0 | -239.965855 |
| WOMEN | 0 | -222.980457 |
| ENGINE CONTROL MODULE | 36 | -219.443854 |
| ESSENTIAL | 0 | -215.138801 |
| SILICON WAFER | 0 | -213.595194 |
| INTEL | 0 | -203.549149 |
| 2023 | 0 | -202.208584 |
| SETTANTATRENTA | 66 | -194.438568 |
| REVERSIBLE | 27 | -186.119045 |
| ROXY | 0 | -179.058709 |
| CHOC-O-LAIT | 53 | -174.262090 |
| MEN | 0 | -173.288598 |
| LOGIC CHIP | 0 | -155.834274 |
| USB-C | 0 | -154.780233 |
| COMPATIBLE | 7 | -154.441836 |
| WALL BASKET | 28 | -149.016281 |
| BELGISCHE | 21 | -146.569054 |
| NATURAL | 0 | -138.386729 |