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Which products run small, ranked by what it costs you.

Which of your products run small, which have no chart at all, and which have a chart that disagrees with what customers are reporting. Ranked so the expensive problems are at the top rather than buried in an average.

Sizing Insights

Ranked by attention score
All (4) Needs chart (1) Chart may be wrong (2)

170 reviews · 4.2 avg rating

Most fit mentions describe the chest as tighter than the chart implies, concentrated in S and M.

“Ordered my usual S and could not get it over my shoulders.”

Size

S

Mentions

38

Small

29

True

7

Material & quality Comfort Length
Illustrative data. Click a row for the evidence panel.

A worklist, not a dashboard

01

Products are ranked by attention score

Complaint share multiplied by review volume. A product with a 70% complaint rate across four reviews does not outrank one at 30% across four hundred.

02

Each row carries a verdict

Runs small, true to size, or runs large, with the full split behind it and the state of that product’s chart beside it: none, mismatch, sizes off, or fine.

03

Then you act on it

Create a chart where there isn’t one, review the chart where reality disagrees with it. The action button is on the row.

What you get.

  • Chart-versus-reality detection

    Flags products where reviews consistently report a different fit than the published chart, and says which direction it is wrong in.

  • Per-size breakdown

    Fit mentions split by size, so you can see the problem is S and M rather than the whole grid, and only for sizes with enough mentions to mean something.

  • The actual quotes

    A summary plus the customer sentences behind the verdict. Useful when you need to convince someone the number is real.

  • Complaint trend and outcome

    A weekly fit-complaint rate per product, and where you edited a chart, the before-and-after rates. It reports a regression as plainly as an improvement.

  • Charted against uncharted

    Fit complaint rate on products with a chart against products without one, shown only once there is enough volume to compare, and with no success badge unless charts are measurably winning.

  • Beyond fit

    Material and quality, color accuracy, comfort, length, and style are broken out too, since not every return is a sizing problem.

Specifics

Ranking
Complaint share × volume
Filters
All · Needs chart · Chart may be wrong
Evidence
Summary + customer quotes
Requires
A connected review app
Preview
Sample data before upgrading
Available on
Plus

Questions we get.

Complaint share multiplied by review volume, so ranking reflects how much a fit problem is actually costing rather than how bad the percentage looks. Small-sample outliers sink; high-volume moderate problems rise.

Find the products costing you.

Connect your review app and Sizing Insights ranks your catalog by where fit is actually losing money.

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