Duo-Shou
Case 08Consumer fintech · LINE bot · solo 0→1

The thing in your drawer is cash. Duo-Shou proves it.

A LINE bot that works like a second-hand strategist — 中古の軍師. Photograph something you no longer use; in five seconds it tells you what it's worth, when to sell, and where. It never touches your goods or your money, and takes no commission.

Duo-Shou LINE chat: a user photographs a blue iPhone 12; the bot replies with a valuation card — recognised at 92% confidence, fair value ¥38,500, liquidity grade A, a 30-day trend of -5.7%, and a recommendation to sell within two weeks.
Fig. 1Photo in, value out — ¥38,500 at 92% confidence, sell within two weeks. Five seconds.
Role
Solo — design, brand & build
Platform
LINE + LIFF
Market
Japan
Status
Live · 2026
01The idea

Everyone is sitting on idle cash. Nobody knows how much — or when it's leaking.

A used phone, a camera you upgraded from, a barely-touched appliance — they're not clutter, they're depreciating assets. But the moment you think about selling, three questions stop you cold: what's it worth, is now a good time, and where do I even sell it?

The valuation sites that exist hand you a number whether or not they actually know — they have no reason to admit uncertainty. And every marketplace wants you to list more, browse more, stay longer. None of them is on your side.

Duo-Shou is built to be the one thing that is: a strategist that only earns when you trust it, so it can afford to be honest — honest enough to say sell now and leave.

02Why this belongs in a fintech portfolio

The same two disciplines as my institutional work — shipped as a consumer product.

I design regulated trading and wealth surfaces for a living. Duo-Shou looks nothing like them, but rests on the exact two convictions. That is the point: the discipline isn't a register I put on for institutions — it's how I design anything.

Designed honesty

A three-tier valuation that gives a number when the market is clear, a range when it isn't, and openly says "I can't find a reliable price" when it can't — the consumer form of the modelled-not-measured disclosure register behind my field notes. An estimate is only useful if it admits its own uncertainty.

Fiduciary alignment

No commission, no custody of money, revenue only from subscription — so the advice carries no conflict of interest. The same incentive logic as the Aureus Decision Room and the SEC Reg BI fiduciary spine, in a ¥720-a-month LINE bot.

03What it does

Three jobs — and every one sits on the seller's side of the table.

No upsell to buy, no nudge to keep scrolling.

A user types the model name 'iPhone 14' instead of a photo; the bot returns a valuation at 85% confidence — an honestly lower confidence for the typed query — with a fair value of ¥62,500 and a sell-timing note.
Fig. 2Type a model name instead — the same answer, at an honest 85% for the looser match.
Job 01

What's it worth

Send a photo or just type a model number. Recognition returns the item with a calibrated confidence score — 92% for a clean match, 85% for a less certain one — and a fair value as a number or a range. Typing a model is free, forever; photo recognition has a generous monthly allowance.

AI recognition · calibrated confidence · free text lookup
The bot offers to watch the item and prepare one-tap listing material with no fee taken, asks the seller to report the actual sale price later, and states plainly that it only gives intelligence and never gets involved in the transaction.
Fig. 3
Job 02

When to sell

The killer feature. Duo-Shou watches the market and pushes you before a depreciation event — "the keynote is on the 12th; over the last five generations, old models dropped 8.4% in the week before." It frames the urgency as a loss countdown, then gets out of the way. The promise that makes it bearable: it only pings you when you are genuinely about to lose money.

Sell-timing alert · loss countdown · restraint by design
The channel router shows resale options for an iPhone 12 — Mercari recommended at ¥34,650 net, one to three days, fees already deducted — with Yahoo Auctions as an alternative, ranked by net proceeds and time rather than by kickback.
Fig. 4The channel router — ranked by net payout and days-to-sell, fees already deducted.
Job 03

Where to sell

It compares each marketplace by net proceeds after fees and the days to sell, then names a pick. Crucially, the highest sticker price doesn't always win — the recommendation balances your money against your time and the odds of actually closing. Then it hands you ready-to-paste listing material and steps back; you complete the sale yourself.

Channel-neutral · net × time, not sticker · one-tap listing
04The signature decision

Give a number when you can. Admit it when you can't.

Most valuation tools optimise for always returning a confident figure. Because Duo-Shou doesn't earn from the transaction, it has no incentive to manufacture a precision it doesn't have — so it grades its own certainty into three honest tiers.

Standard model
¥38,500iPhone 12 · fresh, narrow market
Model is standard, data is fresh, the range is tight — give one clear recommended price, with the range alongside it.
Variable item
¥3,000–8,000apparel · condition-dependent
Condition and style swing the value, so don't fake precision. Give an honest range and say what it depends on.
Long-tail / obscure
Can't find it.no reliable market data
No reliable comp? Say so — and offer a disposal principle instead of a fabricated number. "I can't find it" is itself an honest answer.

The same conviction as the institutional disclosure notes, in a friendlier voice: an estimate that won't admit its own uncertainty is worse than no estimate. A bot that earns from the deal has every reason to hide that; one that earns only from your trust can afford to show it.

05The business model is the ethics

A strategist, not a channel.

Marketplaces earn when you transact through them, so their "advice" is never neutral. Duo-Shou gives up that revenue on purpose, to keep the advice clean.

What it refuses to do

It doesn't hold your goods, your money, or your logistics, and takes no cut from any marketplace. No custody means no float to monetise and no settlement risk — and no reason to steer you toward the channel that pays it the most.

How it earns instead

One thing only: an optional ¥720 monthly subscription for continuous watching and sell-timing alerts, with a permanent free tier and a 7-day refund. Check for free; pay to be watched. The price of honesty is giving up the commission — so the model was designed never to need it.

An AI-drafted Mercari listing with yellow 'please confirm' fill-in tokens on the fields a photo cannot verify — screen condition, battery maximum capacity, repair history — and a footnote that the seller owns the listing and is responsible for its description.
Fig. 5
06AI with a human in the loop

The AI drafts. The human owns it.

The bot generates the full listing — background-removed photos, copy, price — but every field it cannot verify from a photo is left as a highlighted fill-in token: screen condition, battery health, repair history.

The footnote is the whole philosophy in one line: these fields can't be judged from a photo — confirm them before you list; you are the seller, the description is your responsibility. The AI carries the tedious 80%; it never quietly invents the 20% only the owner can know — the same human-sign-off discipline I apply to AI in regulated finance.

Generative listing · fill-in tokens for the unknowable · human accountability
The channel list comparing Mercari (recommended), Yahoo Auctions, Rakuma and BookOff side by side, each with its own net payout, days-to-sell and fee rate — a native Japanese channel set, not a translated one.
Fig. 6Mercari, Yahoo Auctions, Rakuma, BookOff — a native Japanese channel set.
07Localised, not translated

Built for where Japanese sellers actually are.

Designing for the Japanese resale market wasn't a language toggle. The currency, the price sources, and — most of all — the channels are specific to this market and its behaviour. The router knows them natively, with fees and liquidity modelled per platform.

¥メルカリヤフオク!ラクマブックオフ
08Restraint

What I deliberately didn't build.

The cuts are part of the design. Each of these would have made the product flashier and the advice less trustworthy.

i
No custody of money or goods

Intelligence only — no float, no settlement, no escrow risk.

ii
No auto-listing on your behalf

The human completes the sale; the bot never acts as you on a marketplace.

iii
No manufactured precision

If the market is unclear, it says so, rather than inventing a confident figure.

iv
No engagement-farming

It alerts you to leave at the high — the opposite of maximising time-in-app.

v
No data resale

Data tunes its own valuation model only; aligned to ISO 27001 practice, never sold.

vi
No under-13 audience

COPPA-aware; refuses illegal or prohibited goods; respects 古物営業法 and local rules.