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Auto parts

Fitment decides the range, and the range runs past 100,000 lines.

A part earns its place because a vehicle needs it. That makes the range far larger than any team can read, and far less forgiving about what gets cut.

FIELD READ / 01

What this trade does to a range.

Fitment decides the range

A part is carried because a vehicle needs it, not because it sells well.

A hundred thousand lines

Attention only ever reaches the few hundred at the top of the list.

Two prices on one part

Trade and retail move differently, and a change meant for one lands on both.

Slow, and still critical

Cutting a line that sells twice a year costs the job it was fitted to.

TWELFTH MOVES / 02

Set up for how auto parts actually trades.

Read at the scale of the catalogue

Every line is scored each day, so the decision is not limited to the lines someone remembered.

OutputA catalogue scored line by line

Trade and retail priced apart

Each price is read against its own margin and its own market, so one move never lands on both.

OutputTwo price positions

Slow lines judged on what they hold up

Cover is weighed against the fitments a part covers, not just the units it sold.

OutputA fitment-weighted cover list

NEXT MOVE

See twelfth on auto parts ranges.

A pilot is configured around your categories and your team. We learn the work, connect the data, then get out of the way.