About

What this book is

The Kakobuy Methods Book is a working record of how we evaluate products ordered through the Kakobuy shopping agent. It is part methods manual, part evidence log. For each featured item we publish the order date, the parcel weight, the measured dimensions, the composition check, the agent's response timing during the order, and a score on a five-point scale.

We started in 2021 in Portland, Oregon, after a year of informal bench notes that kept contradicting the listings we were reading. The fix was procedural rather than rhetorical: stop describing products and start documenting them. Order as an ordinary customer, photograph the parcel before opening, measure on the bench, cross-check the documentation, then score. Every article in the book is built from that sheet.

How the desk works

Three editors run the book. Margot Ellery founded it and sets the standard. Daniel Kwon runs reviews and owns the bench sheets. Priya Raghavan runs research and owns the evidence file, including agent timing and documentation accuracy. We buy at retail through the same public agent interface our readers use, and we pay for the items ourselves.

Our testing SOP has five fixed stages: order logging, parcel intake, bench measurement, documentation cross-check, and scoring. A product cannot be scored until all five stages are complete and the evidence file holds the intake photographs, the bench sheet, and the agent correspondence. Comparison tables are built by hand from those files, never from listing copy.

What we do not do

We do not accept free products from sellers, we do not publish sponsored scores, and we do not run affiliate links inside the body of a test report. We do use affiliate links on shopping pages, disclosed in full on the affiliate disclosure page. We are a small publisher with a real desk, not a rating agency, and we say so plainly.

Last reviewed Oct 29, 2026

Editors

Expertise: Evidence standards for agent-purchased goods, bench measurement protocol, editorial corrections governance Margot Ellery

Margot Ellery founded the Kakobuy Methods Book in Portland in 2021. She spent nine years as a quality assurance lead for a Pacific Northwest outdoor equipment importer, running incoming inspection on textiles and footwear before moving into editorial work. She writes the standards pages, signs off every published score, and keeps the correction log. She still takes a bench shift most Fridays, usually on footwear and outerwear.

Margot Ellery

Editor-in-Chief and Founder

Expertise

Evidence standards for agent-purchased goods, bench measurement protocol, editorial corrections governance

11 years covering this niche

incoming inspection routines stitch density sampling five-point rating anchors corrections governance textile composition burn testing parcel chain-of-custody logging

Career timeline

2012 Joined an outdoor equipment importer in Portland as an incoming inspection technician
2016 Promoted to quality assurance lead, owning bench protocol for textiles and footwear
2020 Left import QA to write full time on product evidence and agent ordering
2021 Founded the Kakobuy Methods Book in Portland, Oregon
2024 Introduced the 180-day retest cadence now standard across the book

Credentials

2016 Certificate in Quality Management for Consumer Goods Portland State University Professional Development
2015 Lean Six Sigma Green Belt Pacific Northwest Manufacturing Council

How I test

Margot insists that every published number be traceable to a sealed parcel photographed on a dated bench sheet. Her rule for the desk is simple: if the evidence file cannot answer the question, the question goes back to the bench rather than into the copy. She reviews each score twice, once against the measurements and once against the wording.

Expertise: Hands-on bench sheets, footwear and garment fit checks, comparison table construction Daniel Kwon

Daniel Kwon runs the bench. Before joining the book in 2022 he spent five years in retail footwear fitting and two years as a returns inspector, which is where he learned how often a listed size and a measured size disagree. He writes most of the hands-on reports, builds the comparison tables by hand, and photographs every parcel before it is opened. He is based in Portland and cycles through the retest queue each quarter.

Daniel Kwon

Reviews Editor

Expertise

Hands-on bench sheets, footwear and garment fit checks, comparison table construction

8 years covering this niche

footwear internal length measurement garment seam allowance checks fit panel facilitation parcel intake photography comparison table construction returns inspection

Career timeline

2017 Footwear fit specialist at a Portland outdoor retailer
2019 Returns inspector handling garment and shoe condition disputes
2022 Joined the Kakobuy Methods Book as reviews editor
2023 Standardised the two-pass bench measurement sheet used in every report
2025 Took over the quarterly retest queue and comparison table rebuilds

Credentials

2018 Footwear Fit Certification Northwest Retail Training Group
2021 Certificate in Product Photography for Documentation Pacific Creative Institute

How I test

Daniel measures every item flat, twice, and photographs the tape in frame. He runs fit checks on a five-person panel of colleagues and records the panel range rather than a single verdict. Comparison tables are built only from bench sheets, never from listing copy, and any figure he cannot trace is struck from the table before publication.

Expertise: Agent timing studies, documentation accuracy audits, listing change monitoring Priya Raghavan

Priya Raghavan owns the evidence file. She spent six years as a market research analyst tracking fulfilment intervals for e-commerce clients before joining the book in 2022. She built the four-interval agent timing table that appears in every report, runs the listing change monitor that triggers early retests, and audits stated-versus-observed composition claims. She works from Portland and writes the methods pages with Margot.

Priya Raghavan

Research Editor

Expertise

Agent timing studies, documentation accuracy audits, listing change monitoring

9 years covering this niche

agent order timing studies fulfilment interval medians listing change monitoring documentation accuracy audits evidence file retention sample size limits

Career timeline

2015 Research analyst tracking e-commerce fulfilment intervals in Seattle
2018 Senior analyst, building delivery interval benchmarks for retail clients
2022 Joined the Kakobuy Methods Book as research editor
2024 Published the four-interval agent timing table now used in every report
2026 Launched the 90-day listing change monitor that triggers early retests

Credentials

2017 Certificate in Applied Market Research Cascade Analytics Institute
2023 Data Ethics for Publishers Oregon Media Guild

How I test

Priya timestamps every order event from placement to dispatch and reports medians with the full range rather than an average. She re-reads each listing at publication and again at 90 days, flagging material edits for early retest. When a claim cannot be verified by bench evidence, she records it as unverified in the evidence file and keeps it out of the score.