Product design + production finish for AI-built apps

Vibe-coded.
Made to feel considered.

Vibeship helps solo founders turn fast-built prototypes into clear, polished products people can understand, trust, and want to use.

See the work
Start with a $149 diagnosis.Continue only if the next step makes sense.
Vibeship review / 04In focus

Prototype → Product

Working is
the baseline.

Clarity, trust, and desire are what make people stay.

01

Clarity

Sharp
02

Interface

Distinct
03

Trust

Resolved
04

Delivery

Ready
Product judgmentVisual systemProduction finish
Product directionInterface redesignProduction engineeringRelease readiness
01 / Point of view

AI made building fast.
Taste is now the bottleneck.

A prototype can work and still feel generic, confusing, or unfinished. The gap is rarely “more features.” It is a product hierarchy, a visual language, and hundreds of decisions that make the experience feel intentional.

01

Clarity before decoration

The user should know what matters, what changed, and what to do next without decoding the screen.

02

Systems before screens

A strong product feels related everywhere—type, spacing, states, motion, and behavior working as one system.

03

Finish is functional

Empty states, failure recovery, responsive behavior, and speed are part of the design, not cleanup after it.

02 / Selected work

Proof should look like
the promise.

Vibeship is not advice from the sidelines. These are products built, redesigned, and shipped through the same decisions the studio brings to client work.

01Flagship product

VibeChess

From crowded chess utility to a focused training ritual.

A complete product refresh across technical foundations, identity, navigation, gameplay, progress, history, achievements, rankings, Premium, and store presentation.

  • Complete design system
  • Light + dark product UI
  • Production Flutter implementation
  • App-store identity and launch assets
Experience VibeChess
VibeChess progress screen
VibeChess daily chess puzzle
PatternRankResearch console
NYSE / NASDAQResearch updated

Research workflow

Ranking monitor

Model-ranked setups with completed outcome context.
Model7-Day Momentum
Active rankings15current queue
Median confidence87%active sample
Review horizon7Dcompleted outcomes

Completed research sample

Historical review open
Filter universe
Rank / EquityModelConfidence7D outcome
01DOCNDigitalOcean7D ETB65.0%+4.6%
02ALMSAlumis7D Momentum62.0%+6.1%
03SWMRSwarmer7D Momentum62.0%+10.0%
04VSATViasat7D Momentum62.0%+0.2%

Confidence distribution

Active ranking sample
50%70%90%+
Method note / 07

Measured context over isolated calls.

Rankings are reviewed with model confidence, universe filters, and completed outcomes as part of a repeatable research process.

02Research product

PatternRank

A credible research interface for quantitative US equity rankings, model confidence, momentum signals, subscriber access, and careful research-only positioning.

Product architectureData-dense UISubscriber flows
View the build story
03 / Ways to work together

Start with the smallest useful decision.

No giant discovery phase. Start with a real product, understand the gap, and expand the engagement only when the work justifies it.

01

Product diagnosis

See what the prototype cannot tell you.

A focused review of the product, interface, and production risks—with priorities, fix estimates, and a clear recommendation.

$149 · one-time
02

Focused fix sprint

Make the highest-impact change real.

A tightly scoped implementation sprint for the most important design or engineering issues uncovered in the diagnosis.

$499 · focused scope
03

Product finish

Take the whole experience over the line.

For products that need a cohesive redesign, production engineering, responsive behavior, and release-ready polish.

Custom roadmap
04 / What comes back

You will not get
“make it pop.”

The diagnosis is a decision document: what is getting in the way, why it matters, and the most useful direction to take next.

Ranked findings

What to fix first

Decision ready
P1

First-run experience

The value is hidden behind setup before users feel momentum.

Let users experience the core loop first, then ask for trust.
P1

Visual hierarchy

Every card asks for attention, so the primary action disappears.

Create one dominant action and move context into drill-downs.
P2

Product states

Loading, empty, and failure states feel like unfinished edges.

Give each state a clear next move and consistent visual language.
P2

Production trust

Auth recovery and release configuration fail outside the happy path.

Close the trust gaps before expanding the feature surface.
05 / A practical process

Rough prototype in. Clear next move out.

01

Share

Bring the real prototype.

A repo, live preview, screen recording, or guided walkthrough is enough. Rough is useful; there just needs to be something real to inspect.
02

Diagnose

Get the hierarchy right.

Vibeship separates cosmetic noise from the issues that affect comprehension, trust, retention, and launch readiness.
03

Improve

Choose the right next move.

Use the plan yourself, hand it to another developer, or turn the highest-impact work into a focused Vibeship sprint.

The fit call is free. The $149 diagnosis is confirmed manually only after we know there is enough product surface to make the review useful.

06 / Good questions

Before we work together.

The shortest path to a useful answer is usually a real product and a direct conversation.

Is Vibeship a design studio or an engineering studio?

Both, where they overlap. Vibeship focuses on the product layer that users experience: structure, interface, states, responsiveness, reliability, and the engineering needed to make the finish real.

Do you only work on AI-generated apps?

No. The process is especially useful for vibe-coded prototypes because they become functional quickly, but any working product that needs clearer direction or a stronger finish can be a fit.

What happens in the $149 diagnosis?

After a short fit call, the product is reviewed across UX, visual hierarchy, product states, and production risk. You receive ranked findings, concrete directions, fix estimates, and a recommended next step.

Do I have to continue into a sprint?

No. The diagnosis is useful on its own. If you continue with a focused Fix Sprint, the diagnosis fee is credited toward it.

What do you need from me?

A working demo, preview, repo, or walkthrough and an honest explanation of what feels wrong. You do not need polished documentation or a perfect brief.

Can you redesign the entire product?

Yes, when the product needs a cohesive system rather than a small patch. That work is scoped from the diagnosis so the redesign has a clear product rationale and a realistic implementation path.

Have something working?

Let's make it feel
worth using.