MINA app showcase: AI-assisted buyer chat, marketplace home with picks and events, and community events
Live productOngoingCase study · AI marketplace · Zero to one

MINA — an AI-native marketplace for parents who outgrow baby gear overnight

Timeline

Sep 2025 – Present

Role

Sole product designer · 1 PM + 5 engineers

Project type

AI-native marketplace iOS app · 0→1 consumer product

Focus

Listing funnel, AI trust surfaces, design system, community-led growth

MINA Parenting Copilot on iPhone, held in hand against a light textured background
MINA listing detail shown in an isometric iPhone mockup
MINA review listing screen shown on iPhone mockup on a leather sofa
TL;DR

Sole designer on MINA — AI-native marketplace for parents · Listing funnel, trust-first surfaces, and system work

Growth

~30%

Completed listings lift

PostHog cohorted A/B after listing funnel redesign. Defined success metrics with PM before shipping.

Shipped

50+

0→1 design system (50+ components) + 3 major flows

Team

Sole

Product design

1 PM + 5 engineers — end-to-end UX on iOS.

Opportunity

No moms wants to list 47 baby items one by one.

SF moms in tight spaces cycle through baby gear every few months. They knew about Facebook Marketplace. They just couldn't face creating listings one by one for a bag full of onesies.

The insight

Three ways parents want to move gear came up in early conversations.

List fastWants to bulk-list items without filling out a separate form for each one
Sell fastWants items gone before the baby outgrows them — timing matters more than price
Giveaway free fastJust wants to drop off a black garbage bag and be done with it — no listings, no chats
MINA IRL event: tabletop signage with PSA, register QR and perks, and tips; parents trying the app together
The design response

Each path uses AI where it helps — removing admin work while keeping parents in control of what publishes.

List fast

Selling Agent — one photo, multiple listings.

Take one photo and the agent generates all your listings at once. No forms, no repetition — review and publish in one go.

Sell fast

Parenting Copilot nudges buyers when their baby enters a new phase and surfaces the gear they'll need next.

Giveaway free fast

MINA Circle — claim free donated items.

At offline events, parents drop off a bag of gear and walk away with partner discount coupons. No listings, no chat threads — just done.

“The AI removes the admin. The community provides the motivation.”

Selling agent

The redesign of the create listing flow enhanced completed listings by up to 30%.

MINA Selling Agent: create-listing flows—photo-first single listing with fields streaming in, and multi-listing path with on-image AI tags, per-item review, and publish

System constraints

No blocking spinner — show staged progress while AI work lands

AI-generated listings aren't instant. Give parents a clear sense of forward motion instead of a full-screen spinner they have to stare at while models and moderation catch up.

Automation and user control

Preview before publish — trust-first, and true to server state

Nothing ships until publish. Parents always see drafts and edits first, which matches how the backend actually commits listings.

Parenting copilot

Babies grow fast. The Copilot notices when a phase is ending and asks: ready to pass this along?

The copilot is a life-stage triggered circulation system: it helps parents notice when a phase is ending, what gear tends to matter next, and how to move items out kindly.

Parenting Copilot flow: lock-screen stage nudge, in-app exploration stage and gear picks, what to expect next, then chat to request an item, MINA confirms, and pickup is scheduled with order details
Create listing

How the create-listing flow evolved

The original vision was simple: a parent dumps a pile of photos, and AI figures out which ones belong to the same listing. The engineer said it wasn't feasible — the model couldn't reliably group photos that way.

So I designed a workaround: one screen where parents could manually add listings and upload photos to each, then publish everything at once. It was technically sound.

But after going deeper on the core user pain point, I realized it hadn't solved anything. Parents still had to build each listing by hand. The form grind was still there.

I went back to the engineer with a different ask — one photo, multiple listings, with AI filling in the details.

He was willing to try, but flagged a real edge case: blurry photos would cause inaccurate detections, and the model would silently generate bad data. So I added a photo-quality prompt — if the image wasn't clear enough, the app would ask the parent to retake it before the AI ran.

The final flow wasn't the original vision, and it wasn't the safe workaround either. It came from pushing past the first “no” to find what was actually possible — and then designing around the edges of that.

Design system

50+ components so engineering could move without redesigning atoms

I owned a scalable Figma system that mirrored iOS—using standardized variants, spacing, and component props—so a small team could ship multiple complex flows fast without one-off specs.

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