Projects/TrueSpend
TrueSpendConsumer fintechLaunching soon

Every Amazon order, broken down to what you actually bought

Bank statements show Amazon as one lump sum. TrueSpend breaks each order into items, sorts needs from impulse buys, and spots the things you keep reordering.

RoleFounder, Designer
TypeConsumer fintech
StatusLaunching soon
Sitetruespend.io
TrueSpend overview dashboard
Problem

What I set out to fix

Budgeting apps file every Amazon charge under "Shopping." You can't tell the toilet paper from the impulse buy, so you can't tell where the money went.

Positioning

A utility for one question: where did my Amazon money go?

TrueSpend makes that one opaque category clear, then hands clean itemized data to the tools people already use.

Your bank statement · Feb 9
AMZN Mktp CA*2K4T81QZ0
Shopping
$137.42
AMZN Mktp CA*7HX02LB31
Shopping
$41.86

What did you actually buy?

Order 113-4471902-5520184
ItemCategoryTypeYou paid
Essentials Discretionary Matches your $137.42 charge
Design challenges

Main problems I designed through

01 · Split orders

One checkout, three shipments, two charges, one refund

A statement can't connect them. If the numbers don't match what the bank shows, nobody trusts anything else on screen.

Order total$137.42
Bank charge$137.42 ✓

DecisionMake the order the unit, and always reconcile items back to the exact amount on the statement.

02 · Pricing edge case

Amazon doesn't report per-item costs

Coupons, Subscribe & Save, gift cards, tax, shipping and refunds apply to the whole order. Without a real per-item cost, categories are wrong.

Toilet Paper, 24 Mega Rolls$29.99 $13.90
Dish Soap, 6-Pack$6.99 $3.50

DecisionI worked out proportional pricing logic with AI so every item shows what you actually paid, and the items still add up to the charge.

03 · Behaviour change

Needs versus impulse buys

Category totals don't change behaviour. The question people actually ask is "did I need that?"

Baby Wipes, 2-PackEssential
Mechanical KeyboardDiscretionary

DecisionMark every item essential or discretionary. If you disagree, flip it and the charts update instantly. The system suggests, you decide.

04 · Hidden patterns

Repeat buys quietly add up

Things reordered every few weeks become a big number a statement never shows as a pattern.

Diapers, Size 3About every 4 weeks
Toilet Paper3× this year

DecisionFlag steady-rhythm items as a possible Subscribe & Save and point people to check in Amazon, instead of overstating what we know.