Natural queries
Let people begin with the words they already have instead of a form to configure.
03 / iOS utility / Product design & engineering
A unit converter designed around the way questions actually appear: type it, say it, scan it, save it, or pick up a familiar conversion from your wrist.
Context
I use one constantly, most of all when I travel - which is exactly where mine gave up. That was the push. I installed the first twenty converters the App Store offered me and audited them properly. They were mostly the same app: cluttered, years out of date, and unable to finish the one task they exist for without a banner ad in the way. Favourites sat behind a paywall. History and Apple Watch support were rare. Almost none of it worked offline. UnitX is the converter I wanted on that trip: an answer straight away - no network, no ad, no form to fill in first.
Design choices
I built the main surface to take short requests like “72 kg to lb” or “5 miles in km.” Manual controls sit beside it as a parallel route, not a buried fallback, and voice and camera entry take the typing out when the number is spoken or printed.
Let people begin with the words they already have instead of a form to configure.
Keep categories, units, swapping, and values explicit for exact or repeatable work.
Turn a spoken request or visible label into an editable starting point.
Competitive audit
Every row below is a reason I put one of them down, and the decision it produced in UnitX.
| What the audit found | What UnitX does instead |
|---|---|
| The answer sat behind a banner ad | No ads. The result is the first thing on screen, and nothing interrupts it. |
| Favourites were locked behind a paywall | Favourites work on the free tier. Pro lifts the limit rather than unlocking the feature. |
| History was rare, or cleared itself | Every conversion is kept and replayable, so a repeat request never starts from scratch. |
| Apple Watch support was rare | A Watch companion carrying favourites and recents, for the moments the phone is not in hand. |
| Almost nothing worked without a signal | Unit conversion runs entirely on device. Only live currency rates need the network. |
Evidence
I kept one outcome - the answer - and let the way in change with the moment. The iPhone screen shows intent-led suggestions alongside the manual, microphone, and camera flows; the iPad view makes the same navigation model visible at a larger scale.


Outcome
UnitX is live on the App Store, free, and holding a 5.0 average across 25+ ratings. The part that matters more than the number: people who never read this page keep naming the three things the audit set out to fix - that it works without a signal, that nothing is sold to them on the way to an answer, and that it stays out of the way.
“You can type, speak, or scan a label to quickly convert… It also works offline, supports Apple Watch, saves favorites and history, and has no ads or account requirements.”
“This app perfectly balances speed and simplicity for everyday conversion needs. its robust offline capabilities and reliable live accuracy make it highly recommended.”
“Love the smart input, live exchange rates, camera scan feature, and Apple Watch support. Perfect for travelers, students, cooks, and everyday conversions.”
“Light weight. Fast. Accurate. Worth it! Amazing thank you for this.”
“Its the first add free app that help in my tasks. Good job team”
“All my needs in place simple & efficient. Well done dev!”
Limitations
Reflection
I kept the common request light, and left reliable ways out of it: manual input, an editable result, history, favourites, and Apple Watch follow-through. What I still want to test is how well recognition recovers when it misreads something, and which repeat conversions actually earn a place on the wrist.