Nightshift Data
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ROI calculator

What is complete fitment data worth to you?

Two sources of value: sales you win when AI assistants can confirm the fit, and wrong-fit returns you stop paying for. Every assumption is editable.

conservative estimate
$67,747
per year
base estimate
$121,507
per year
optimistic estimate
$161,827
per year
Value · your numbers

Replace the defaults with your own figures.

Estimated yearly value
Catalog revenue2,000 SKUs × 8 orders × $120$1,920,000
Discovery/conversion lift¹35.0% gap × 12%4.20%
New salesrevenue × lift$80,640
Returns keptrevenue × 15% × 43% × 33%$40,867
Total estimated yearly increase$121,507
conservative
$67,747
lift cap 4%
base
$121,507
lift cap 12%
optimistic
$161,827
lift cap 18%

¹ Lift = attribute gap × 12% — assumption, adjust to your data. Conservative and optimistic use 4% and 18%.

Defaults: 15% return rate, 43% of returns from wrong fit, 33% of those avoided with complete fitment data.

Estimates, not guarantees. Assumptions are industry figures and vendor claims; replace them with your own numbers.

Replace the placeholder with your real attribute gap.

Run a free check on a few parts — the report fills in the gap from your own data and recalculates.

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