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Litbuy AI Review Desk

Daniel Osei

Reviews Editor, Hands-On Testing

Footwear fit and last analysis, QC photo inspection, stitching and material checks, and outerwear construction.

Author record
Daniel Osei

Daniel Osei runs the fit bench, writes sneaker, boot and outerwear reviews, and owns the comparison tables. Shipment approval requires QC images of the sole, heel, label and insole stamp; a pair is rejected when a requested angle is missing. Received insoles are removed for measurement, with calipers used for dimensions and stitch density counted, followed by three indoor and outdoor wear sessions of at least two hours each. Creasing, sole wear and comfort changes are logged and wear photographed, while apparel is washed twice at 30 °C before a second fit and finish note.

7 years covering this niche

Areas of focus

  • Sneaker and boot fit measurement
  • Insole and last comparison against size charts
  • QC photo interpretation and defect recognition
  • Stitching, gluing and material hand-feel checks
  • Apparel wash testing and shrinkage
  • Wear-test logging across multiple sessions

Career timeline

2016
Fitting-room specialist at a footwear retailer in Antwerp
2018
Completed fit and last analysis training and began writing fit notes for colleagues
2020
Moved into full-time product reviewing for a European sneaker publication
2022
Joined the Litbuy AI Review Desk as Reviews Editor
2025
Rebuilt the desk's fit-test protocol around three-session wear testing and caliper measurement

Credentials

Footwear Fit and Last Analysis Certificate
Antwerp Footwear Academy 2018
Retail Quality Control and Inspection Certificate
Flemish Retail Training Board 2020
Textile Materials Testing Short Course
Ghent Textile Institute 2022

How I test

Before approving any shipment, Daniel requests QC images of the sole, heel, label and insole stamp, rejecting a pair if a requested angle is missing. On arrival, the insole is removed and length and width measured at three points before comparison with the seller's size chart. Each pair is worn indoors and outdoors for three sessions of two hours or more, logging creasing, sole wear and comfort changes. Apparel is washed twice at 30 °C before a second fit and finish note.

Editorial entries

Editorial entries
No articles have been published yet.

Buying signals

Ami Paris Heart-Embroidered Denim Jacket Review: Two Washes, Three Wear Sessions, One Variant Mix-Up

We paid $45.97 for the blue-wash Ami Paris heart trucker, logged 7.5 hours of wear and two 30 °C washes. The garment held up; the listing's variant tree is the obstacle.

Ami Paris Heart-Embroidered Denim Jacket Review: Two Washes, Three Wear Sessions, One Variant Mix-Up Published 14 October 2026

Hands-on score 4.0 / 5

Polo Ralph Lauren Multicolor Sweater Collection Review: We Measured the Zip-Placket Knit Before Trusting the Size Tag

We ordered the cotton zip-placket pullover, measured chest, body length and sleeve flat, then wore it across three sessions. Our take: a sound $22.69 knit, provided you confirm measurements before picking a colour code.

Polo Ralph Lauren Multicolor Sweater Collection Review: We Measured the Zip-Placket Knit Before Trusting the Size Tag Published 14 October 2026

Hands-on score 4.0 / 5

Maison Margiela MM6 Digital T-Shirt Review: The White Stitch Line We Check at the Back Collar

We ordered the $22.09 MM6 numeric-print tee, gated it on the back-collar stitch line, weighed it at 254 g and washed it twice at 30 °C. Fit remains the open question.

Maison Margiela MM6 Digital T-Shirt Review: The White Stitch Line We Check at the Back Collar Published 14 October 2026

Hands-on score 4.2 / 5

Gucci's Squirrel Tee in S–5XL: Why the M-to-L Jump Is the Real Story

We ordered the $3.43 Gucci squirrel-print tee in 776 black, measured it flat, and washed it twice. Fabric and print held up; the jump between M and L is the part of the size run that actually decides whether you keep it.

Gucci's Squirrel Tee in S–5XL: Why the M-to-L Jump Is the Real Story Published 14 October 2026

Hands-on score 4.0 / 5

Kenzo Classic T-Shirt in White Review: The Listing Says 0.00 kg — We Weighed the $13.58 Tee Ourselves

The catalog lists this white Kenzo cotton tee at 0.00 kg. We weighed the parcel on our 0.5 g scale, measured size M flat, then wore it through three sessions and two 30 °C washes.

Kenzo Classic T-Shirt in White Review: The Listing Says 0.00 kg — We Weighed the $13.58 Tee Ourselves Published 14 October 2026

Hands-on score 4.2 / 5

Gucci Bear-Print Tee Review: What the Label, the Print and the Tape Measure Actually Show

We ordered the $5.67 Gucci bear-print tee, measured it flat, washed it twice at 30 °C and wore it across three sessions. The print survived, the slim cut runs narrow, and no item-level buyer reviews exist anywhere.

Gucci Bear-Print Tee Review: What the Label, the Print and the Tape Measure Actually Show Published 13 October 2026

Hands-on score 4.0 / 5

Oversize With No Size Chart: We Flat-Measured the $16.42 Polo Ralph Lauren Bear Top

We ordered the $16.42 black bear-print top in L, flat-measured it, washed it twice at 30 °C and logged three wear sessions. The spec sheet lists a round neck and the brand field reads "HL".

Oversize With No Size Chart: We Flat-Measured the $16.42 Polo Ralph Lauren Bear Top Published 13 October 2026

Hands-on score 4.0 / 5

Nike Black Praying-Hands Tee Review: What a $4.18 Cotton Crew Costs Once Agent Fees and Shipping Land

A pure-cotton loose pullover with roughly thirty white and black print variants, M–5XL. We taped the flat measurements, weighed the sample and washed it twice. The listing's 1–3 cm tolerance still makes a pre-order measurement check essential.

Nike Black Praying-Hands Tee Review: What a $4.18 Cotton Crew Costs Once Agent Fees and Shipping Land Published 13 October 2026

Hands-on score 4.2 / 5

Dior Black Athletic Shorts Review: We Ordered Size M and XXXL to See How the Allover Print Scales

We ordered the $7.91 Dior athletic shorts in size M and XXXL to see whether the allover paisley print scales. It doesn't: motif size stays fixed, so larger sizes look busier. Mesh lining, waistband and chart gaps detailed inside.

Dior Black Athletic Shorts Review: We Ordered Size M and XXXL to See How the Allover Print Scales Published 13 October 2026

Hands-on score 4.0 / 5

Versace Black Shorts in Everyday Casual Style Review: Two 30 °C Washes and a Five-Point Cut With Nothing to Stretch

We ordered SKU 7717544993 at $6.87, taped the flats and washed the shorts twice at 30 °C. The print survived; the fit is the risk.

Versace Black Shorts in Everyday Casual Style Review: Two 30 °C Washes and a Five-Point Cut With Nothing to Stretch Published 13 October 2026

Hands-on score 4.2 / 5

MLB Blue Printed Streetwear T-Shirt Review: A 180–250 gsm Band, 39 Variants and No Option Labelled Blue

We ordered the white tee with the blue NY back print in size L. Flat measurements tracked the chart, two 30 °C washes changed little, and the print, not the polyester, is the real long-term risk.

MLB Blue Printed Streetwear T-Shirt Review: A 180–250 gsm Band, 39 Variants and No Option Labelled Blue Published 12 October 2026

Hands-on score 4.2 / 5

ERD Multicolor T-Shirt Collection Review: What 230–270 GSM Cotton Feels Like After Two Washes

We ordered the ERD multicolor face-print tee through Litbuy AI, measured it flat, then washed it twice at 30 °C. The cotton holds up, the loose cut runs generous, and the neck label is where the risk sits.

ERD Multicolor T-Shirt Collection Review: What 230–270 GSM Cotton Feels Like After Two Washes Published 12 October 2026

Hands-on score 4.0 / 5