Articles

Notes from the build.

Essays and guides on the economics of a small online store, written while we build Melbora. What ads really cost on a small budget, how long a product description should be, when the holiday season actually starts, and how a store gets found on Google and in AI answers. Every statistic is cited to a public source, and none of the customers or numbers are invented.

A laptop and a phone side by side on a desk, one showing a store page and one showing a chat answer

Build notes · September 12, 2026 · Adrin Ahmadi · 4 min read

What an AI cofounder for a store actually is

The phrase is everywhere and it means three different things. Here is the one we mean, and how to tell whether a product deserves it.

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A small shop storefront glowing at dusk on a quiet street, light spilling onto the sidewalk

Market notes · September 8, 2026 · Radin Ahmadi · 4 min read

The season starts before you do

By the time a season looks like it is happening, a large share of the buying already has.

Market notes · September 8, 2026 · Daeseo Lee · 3 min read

How to get quoted by an assistant

Ranking was something you did to a page. Being quoted is closer to something the rest of the web says about you.

An open ledger, a camera and handwritten price tags on a wooden table beside a window

Market notes · September 1, 2026 · Radin Ahmadi · 4 min read

The words under the photo

Google answers the length question in its own documentation. The answer is too boring to sell, which is why nobody quotes it.

A small shop back room with a packing bench on one side and a laptop workstation on the other

Guides · September 1, 2026 · Daeseo Lee · 5 min read

A virtual assistant or an AI assistant for your store

They solve different halves of the same problem, and the wrong choice is expensive in a way that takes months to notice.

A cross-section of a pistachio-filled chocolate bar lit on a marble slab

Market notes · August 25, 2026 · Radin Ahmadi · 4 min read

What a product photo actually costs

Studios publish their prices. The arithmetic those prices produce is the part that never makes it into a quote.

A hand holding a phone at a roadside bus stop, a web page still half loaded on the screen

Market notes · August 25, 2026 · Radin Ahmadi · 3 min read

A tenth of a second

The least glamorous fix on a small store is also the only one with a controlled study behind it.

A notebook of handwritten figures beside a calculator and a laptop on a small shop desk

Guides · August 18, 2026 · Radin Ahmadi · 6 min read

What it actually costs to get help running a small store

Agency, freelancer, virtual assistant or a hire. Real 2026 numbers for each, and the honest answer about which a small store can afford.

A stack of coins and a receipt beside a wrapped parcel on a workbench

Market notes · August 11, 2026 · Daeseo Lee · 3 min read

Your bestseller might be your worst product

Revenue is the easiest number in the store to see and the least useful one to run it on.

A phone left face up on a kitchen counter beside a set of keys and a cooling coffee, a checkout page still open on the screen

Market notes · July 30, 2026 · Radin Ahmadi · 4 min read

Seven in ten leave with a full cart

The hard part of the sale already happened. Then the shopper vanished, and almost nobody follows up.

Market notes · July 16, 2026 · Radin Ahmadi · 3 min read

Marketing isn't a launch task

Stores don't usually die from a bad product. They die from silence, and silence starts the week the marketing stops.

A shop counter with a ledger, a camera, and price tags arranged in one frame

Build notes · July 8, 2026 · Adrin Ahmadi · 3 min read

Why one assistant for the whole store

Ten tools each know a tenth of your business. The work falls in the gaps between them.

A home desk at midnight with a ring light and a phone on a tripod filming a handmade product

Market notes · June 30, 2026 · Daeseo Lee · 3 min read

Ten stolen hours

Small-store marketing runs on the hours left over after everything else. That's why it doesn't work.

A phone showing a blurred chat interface beside a laptop on a desk

Market notes · June 17, 2026 · Radin Ahmadi · 3 min read

Google is half the story now

Your next customer might never see a results page. They asked an assistant, and the assistant answered.

A cross-section of a pistachio-filled chocolate bar on marble

Market notes · May 28, 2026 · Daeseo Lee · 3 min read

The Dubai chocolate window

Three product waves made fortunes for stores that moved in weeks. Everyone else read about them afterward.

A thin stapled document on a wooden desk beside a closed laptop in harsh morning light

Market notes · May 19, 2026 · Radin Ahmadi · 3 min read

The $9,000 PDF

The people selling help to small stores get paid whether the store grows or not. That's the whole problem.

A brass stamp resting beside paper on a wooden desk in warm lamplight

Build notes · May 6, 2026 · Adrin Ahmadi · 3 min read

Nothing ships without your OK

The first thing we designed wasn't a feature. It was a boundary.

A calculator and receipts on a desk beside a laptop showing a blurred ads dashboard

Market notes · April 14, 2026 · Radin Ahmadi · 4 min read

The ads math is rigged against small stores

Your $200 test didn't fail because you're bad at this. It failed because the arithmetic never gave it a chance.