Playbooks

A first order comes from a comparable listing, not a good one

Published

Once you can make something with AI, the next question is always the same: who buys it?

The usual answer is a marketplace, because that is where people who already decided to spend go to search. You do not have to create the market. That is the whole appeal of this route.

What follows is built on three listings we opened and read on 2026-08-15, on Kmong — Korea's largest freelance marketplace. The platform is Korean; the structure it enforces is not.

Demand grew. So did supply

Kmong created a separate AI services category in June 2025 and says cumulative orders passed 12,000 within nine months, up from 2,200 at the two-month mark, with average satisfaction of 4.9 out of 5.

The same announcement contains the other half. The number of AI sellers more than doubled and listed AI services passed 3,800. The fastest-growing area was "AI model" — generating model imagery without a photo shoot.

  1. Step 1. Demand

    12,000cumulative orders in 9 months (company figure)

    Money already moves here. You do not have to build the market.

  2. Step 2. Supply

    3,800+listed AI services (company figure)

    Sellers grew over the same period. The later you arrive, the more you are compared against.

  3. Step 3. Biggest pull

    AI imagerymost-searched keyword (company figure)

    Replacing photo shoots. One of the listings below sits exactly there.

⚠️ These are company figures relayed by the press, not independently audited. Use them for direction, not as grounds for "so it will sell for me too." Source: Platum, 2026-04-14.

The three listings we checked

Below is what the platform displays, copied as-is. These are numbers the platform computes, not marketing copy the seller wrote.

Chatbot buildsAI product imageryModel development
Transactions182381
Satisfaction96%99%100%
Entry price₩150,000₩150,000₩800,000
Top price₩700,000₩1,350,000— (on request)
Turnaround3–7 days3–10 days14 days
Account typeIndividualCorporateCorporate
People1not shown2

The full analysis of each is in our case library, with a verification grade, the date we checked, and a link to the original listing.

What matters here is not "how much they earned." No revenue figure is published anywhere, and we did not manufacture one by multiplying. What matters is the price band. Inside one category, ₩150,000 and ₩800,000 coexist, and the gap comes from the scope sold and the track record required — not from being better at using AI.

What all three do the same way: they sell scope, not outcomes

Every one of them splits the price list like this.

  1. Step 1. Scope

    What is included, written so it can be counted — “up to three documents connected.”

  2. Step 2. Turnaround

    Three days, five days, seven days. The duration becomes the justification for the price.

  3. Step 3. Revisions

    Two, three, five. Leave this out and revisions never end.

Sell an outcome and the deal becomes “until you are happy.” Sell scope, duration and a revision count, and what you sold is a bounded amount of labour — which is the first thing you can actually compute an hourly rate against.

Write it like this

  • Up to 3 internal documents · 5 working days · 3 revisions
  • 2 AI scene shots + 1 thumbnail
  • Anything beyond this is quoted separately

Not like this

  • Unlimited revisions until you are satisfied
  • We build you the perfect chatbot
  • Timeline agreed after consultation

Four things to settle before you list

  1. 1

    Narrow to one category

    “We do all things AI” does not surface in search. Each of the three listings we checked does exactly one thing.

  2. 2

    Build only the smallest package

    Cut until you could deliver inside three days. Better than building something large you never ship.

  3. 3

    Make three portfolio pieces with no client

    A new listing has no track record; three self-made pieces stand in for it. One listing we checked had twelve.

  4. 4

    Decide your response window

    Profiles display things like “replies within 1 hour.” Put down a window you can actually hold.

What the platform puts on screen

Profiles show total transactions, satisfaction, average response time and account type. That is the platform telling you which signals it believes buyers choose on.

⚠️ How ranking is decided is not published. All we know is that these values are displayed. We have not verified any claim that faster replies move a listing up.

Check these before you sell (Korea)

ItemAs an individualAs a registered business
Signing upRegisters under your own name. One of the three listings is an individual accountBusiness registration required
PaymentRuns through the platform's escrow and settlementSame
Tax invoiceMay show as unavailable — one listing we checked doesAvailable. Effectively a requirement for corporate buyers
Income reportingYoursYours
MinimumIdentity verificationBusiness registration certificate

This table is not tax or legal advice and does not replace it. It is a list of questions to take to an accountant, not answers. Where filing depends on income level, we deliberately left the answer out — the cost of being wrong lands on you.

⚠️ We did not print a seller commission rate. We verified only what the listing pages display, and how much actually settles to the seller is not something we confirmed. Read the platform's own settlement terms before listing.

Readers outside Korea: the platform names differ, but the four decisions above and the scope-turnaround-revisions structure carry over. What does not carry over is the tax and invoicing column — check your own jurisdiction.

Do this today

  1. Step 1. 1. Copy ten price lists

    From the category you would sell in. Entry price, top price, turnaround, revision count, in one table.

  2. Step 2. 2. Find the common scope

    Write what all ten include, and separately what none of them offer.

  3. Step 3. 3. Pick one three-day scope

    From that table, the smallest thing you could deliver within three days.

  4. Step 4. 4. Build one portfolio piece today

    With no client. Repeat until you have three, then list.

Before setting a price, subtract tools, fees and tax — the break-even calculator and tool cost comparator do that arithmetic for you.

What we do not know

Stated plainly.

  • How long it takes to get a first order. One listing we checked shows 18 transactions, but that listing itself is new with zero reviews — the 18 belong to the seller's other listings
  • What any of them earn. The platform does not display revenue. Multiplying transactions by price is tempting and would be our estimate, not a fact
  • How ranking works. It is not published
  • How fast competition is growing. The 3,800 figure is from the company's April 2026 announcement and will be different now

You can act without knowing any of those four. Copying ten price lists takes thirty minutes today, and that table decides most of the rest for you.

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