How it works
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.
5,627
Tag battles recorded
403
Connected components
Top contenders
| tag | component | score |
|---|---|---|
| 'REEF RUNNER' | 0 | 16.000000 |
| NRL WARRIORS | 0 | -16.000000 |
| EARRINGS | 1 | 536.152037 |
| DOG BANDANA | 1 | 432.462953 |
| DESIGN | 1 | 427.798149 |
| NECKLACE | 1 | 422.614441 |
| LEAD | 1 | 383.578043 |
| 7" | 1 | 301.040390 |
| PENDANT | 1 | 288.447777 |
| PLATA | 1 | 283.519267 |
| TOY | 1 | 281.893397 |
| SYSTEM 137X1 | 1 | 266.417280 |
| COSTUME | 1 | 259.500043 |
| BANNER | 1 | 257.950468 |
| DOOR PULL | 1 | 237.163814 |
| TRAINERS | 1 | 222.362647 |
| BELTS | 1 | 222.163567 |
| WOVEN SILK | 1 | 192.818636 |
| CHAINSTITCH | 1 | 190.685386 |
| DANGLE | 1 | 189.921310 |
Biggest losers
Tags that our model predicts are most likely to be pushed to the end of product titles.
| tag | component | score |
|---|---|---|
| AIRBRUSH | 1 | -478.983636 |
| COLLAR | 1 | -383.629599 |
| AROS | 1 | -359.990817 |
| MANDALA | 1 | -356.161046 |
| MADEIRA CLASSIC RAYON | 48 | -351.989596 |
| MADE IN CROATIA GIFT | 161 | -331.784620 |
| MOQUAI | 258 | -307.242465 |
| PEACE | 1 | -273.118440 |
| SPARKLING CELEBRATION | 1 | -271.871504 |
| LITTLE MISS ONE-DERFUL | 1 | -244.461454 |
| IBM | 1 | -239.965855 |
| PAWSOME | 1 | -237.579548 |
| 12X16 | 1 | -230.625545 |
| MODERN BIRTHDAY | 1 | -230.025437 |
| LITTLE MISTER ONE-DERFUL | 1 | -227.764777 |
| ENGINE CONTROL MODULE | 82 | -219.443854 |
| ESSENTIAL | 1 | -215.138801 |
| SILICON WAFER | 1 | -213.595194 |
| 2023 | 1 | -213.284088 |
| SINGER 114W103 | 1 | -210.631100 |