Real run

Return Reason Product Page Fixer

Sample 1 · 2026-10-29 · Grok Bot executor subagent, builder C batch 5 (model family not disclosed)

Bot page

Returns by reason and product page gaps: Saltmarsh Supply, Aug 1 to Sep 30, 2026

Limits first: this rests on 33 return rows (33 units) across 4 products. Each product has between 4 and 12 returned units, so a single return moves its numbers noticeably; treat the figures as directional. Reason labels are kept exactly as exported (7 distinct labels). Counts and divisions are by script.

Returns by product

Rule: returned units / units sold in the same period.

Product Units sold Units returned Returned / sold
Linen Wrap Dress 80 12 15.0%
Merino Crew Sweater 64 8 12.5%
Canvas Tote 150 4 2.7%
Wide Leg Trouser 45 9 20.0%
All 4 products 339 33 9.7%

Reasons by product

Product Return reason (as exported) Units Rows Customer comments (verbatim, up to 2)
Linen Wrap Dress Too small 6 R1, R2, R3, R4, R5, R6 R1: "runs a full size small"; R2: "tight across the shoulders"
Linen Wrap Dress Color different than expected 3 R9, R10, R11 R9: "looked sage in photos, arrived grey"; R11: "looked sage in photos, arrived grey"
Linen Wrap Dress Too big 2 R7, R8 R7: "sleeves way too long"; R8: "boxy, huge"
Linen Wrap Dress Changed my mind 1 R12 (no comment)
Merino Crew Sweater Too big 5 R13, R14, R15, R16, R17 R13: "sleeves way too long"; R14: "boxy, huge"
Merino Crew Sweater Changed my mind 2 R19, R20 (no comment)
Merino Crew Sweater Damaged or defective 1 R18 R18: "small hole near the cuff"
Canvas Tote Damaged or defective 3 R21, R22, R23 R21: "strap stitching came loose"; R22: "seam split on first wear"
Canvas Tote Changed my mind 1 R24 (no comment)
Wide Leg Trouser Too small 4 R25, R26, R27, R28 R25: "runs a full size small"; R26: "tight at the waist"
Wide Leg Trouser Too long 4 R29, R30, R31, R32 R29: "hem drags even with heels"; R31: "hem drags even with heels"
Wide Leg Trouser Received the wrong item 1 R33 R33: "got the black, ordered navy"

Page gaps

A gap is something the top reasons point to that your pasted page text does not cover.

Product Top reason (units) What the page text says Gap
Linen Wrap Dress Too small (6) "Sizes S, M, L. Model wears M." No size chart. No measurements per size. Second reason, "Color different than expected", sits next to a photo set that is "all taken outdoors at sunset"
Merino Crew Sweater Too big (5) "True to size." Size chart gives chest only. "No sleeve length given." No sleeve length; one comment says "sleeves way too long"
Canvas Tote Damaged or defective (3) "Heavy cotton canvas tote with leather straps. Carries up to 10 kg." Not a page gap: the reason points to a fault in the item, not to missing page information. A comment says "strap stitching came loose". This is a product or supplier question
Wide Leg Trouser Too small (4), tied with Too long (4) "High rise, wide leg, full length. Waist sizes 26 to 32." "No inseam given." No inseam or length per size; waist only

Proposed fixes (held)

Each fix is a hypothesis to test, HELD until you approve it. Measurements are placeholders; I do not have them.

ID Product Fix Number to watch next period Status
X1 Linen Wrap Dress Add a size chart: [ADD: bust, waist, length per size S, M, L] Too small units (6 this period) HELD
X2 Linen Wrap Dress Add one photo in plain daylight and name the color: [ADD: color name] Color different than expected units (3) HELD
X3 Merino Crew Sweater Add sleeve length per size: [ADD: sleeve length S, M, L]; review whether "True to size" still fits your data Too big units (5) HELD
X4 Wide Leg Trouser Add inseam per waist size: [ADD: inseam per size] Too small (4) and Too long (4) units HELD
X5 Canvas Tote No page edit. Check the strap stitching with your supplier Damaged or defective units (3) HELD

Returns made as refunds without a return record carry no reason (Platform facts), so these counts cover only returns created as returns.

Questions for you

  1. Were any items in this period refunded without a return being created? Those would be missing from this export.
  2. Can you send the measurements for X1, X3 and X4? I left placeholders.
  3. For the trouser, do Too small returns come from one waist size? The export shows variants 27 and 29 only; is that all the sizes returned?

Needs your decision

  • Approve, change or drop X1 to X5 before any product page, size chart or photo set changes.