An independent magazine on online retail and digital commerce: how the pandemic moved shopping online, what lasted, and how a modern shop actually works.
Online retail and digital commerce, read plainly
Online retail and digital commerce: how the pandemic moved shopping onto the internet, which habits lasted, and how a modern shop actually takes, packs and delivers an order.
Start with the sections
Four threads, from the closures to the doorstep
Each section opens with an index of its pages. Follow the timeline and the data, then the shopper, the checkout and the parcel.
- 01
The Pandemic Shift
The 2020 timeline and the category data that was published at the time, read with its limits: what moved online, what moved back, and what stayed.
- 02
Consumer Behaviour
How a basket is built, what makes a shopper trust a new site, why returns decide repeat purchase, and how phones and social platforms changed discovery.
- 03
Payments and Checkout
Wallets, QR codes, instalments and cross-border money: the methods that grew after 2020 and what each one really costs a merchant.
- 04
Platforms and Fulfilment
Marketplaces against own stores, the packing bench, the last mile and returns: the half of the journey that happens after the payment clears.
Section 1 of 4
The Pandemic Shift
The 2020 timeline and the category data that was published at the time, read with its limits: what moved online, what moved back, and what stayed.
The Pandemic Shift
How COVID-19 Changed Online Shopping
A plain account of how the 2020 lockdowns pushed shoppers online, which habits lasted, and what quietly reverted once the shops reopened.
Who moved online, and which habits survived.
The Pandemic Shift
What the 2020 Ecommerce Data Showed
The 2020 Central European tracking study of 1,200 shops, read carefully: which categories grew, which fell, and what the numbers cannot say.
A 1,200 shop study, read carefully.
Section 2 of 4
Consumer Behaviour
How a basket is built, what makes a shopper trust a new site, why returns decide repeat purchase, and how phones and social platforms changed discovery.
Consumer Behaviour
Which Pandemic Shopping Habits Stayed
Grocery delivery, curbside pickup and mobile checkout: a clear look at the habits that survived 2022 and the ones that faded quietly.
Grocery, mobile, social: sorted honestly.
Consumer Behaviour
Customer Experience in Online Retail
Why service, delivery promises and returns decide repeat purchases, and how a small shop can compete with large platforms on experience.
Service, delivery and returns as the product.
About this domain
A factual note on the address
In March 2020 this domain hosted a public tracking study, run by the analytics company MonkeyData, of how COVID-19 was affecting online shops in Central and Eastern Europe; more than 1,200 stores were followed and the figures were updated daily. The domain later expired and carried unrelated content. Shelf & Signal is an independent magazine: it continues the public subject, and it is not connected to MonkeyData or to any of the later operators.
Section 3 of 4
Payments and Checkout
Wallets, QR codes, instalments and cross-border money: the methods that grew after 2020 and what each one really costs a merchant.
Payments and Checkout
Digital Payments After COVID-19
Card, wallet and QR payments grew fast from 2020. Here is what actually changed at the counter and what merchants should watch next.
Contactless, wallets, QR and instalments.
Payments and Checkout
Cross-Border Payments for Online Shops
Selling abroad means getting paid abroad: currencies, fees, chargebacks and the practical choices open to a small online retailer.
Currencies, fees and disputes abroad.
Sources and further reading
Where the figures in this magazine come from
Shelf & Signal sells nothing. These are the primary and trade sources its articles point to, so a reader can check a claim rather than take it on trust.
Outside this site
Ecommerce News Europe
Trade reporting on European online retail, including the launch and the first findings of the 2020 Central European tracking study.
The 2020 study, as first reported.
Outside this site
OECD: COVID-19 and the economy
The macro picture of the closures and the recovery across member countries, with the official statistics behind it.
The closures and the recovery, in data.
Outside this site
Bank for International Settlements
Official statistics on payment and settlement systems across countries, including cross-border flows.
Where payment claims should be checked.
Outside this site
UNCTAD: transport and trade logistics
How goods move across borders, and the rules and infrastructure that govern the journey.
The environment a delivery enters.
Outside this site
Nielsen Norman Group
Research on how people actually use websites and checkouts, based on observation rather than opinion.
Interface behaviour, observed.
Section 4 of 4
Platforms and Fulfilment
Marketplaces against own stores, the packing bench, the last mile and returns: the half of the journey that happens after the payment clears.
Platforms and Fulfilment
Marketplace or Your Own Store
Reach against margin, rules against freedom: a practical comparison of selling on a marketplace and running your own online store.
Reach against margin, rules against data.
Platforms and Fulfilment
Last-Mile Delivery Expectations
Two-day delivery became normal and free returns became a promise. What the last mile costs, and how smaller shops can set honest terms.
Honest terms beat fast ones.