Skipper's Field Guide

Every PM Has a Vision.
The Hard Part Is Making It Visible.

A product manager built a working luxury configurator in one session with AI. Here is the problem it solved, the prompts that built it, and why this way of working matters.

10 min read
Interactive prototype inside
Build-along included
By Nagesh Koritala
01 / The Problem

The Ticket-Writing Trap

Every PM has written this ticket: "Improve PDP experience. Shoppers confused by configuration options. Consider guided selection. P2." It enters a backlog. Six weeks later, someone adds a carousel. Conversion barely moves. The ticket did its job. The product didn't.

A luxury handbag is not a single product. It is a silhouette, a leather, a hardware finish, and a personalization. Four choices that need to work together. But the product page treats them as a static SKU with dropdowns labeled "Noir Desire" and "Sahara Dreams." The shopper is about to spend $3,200, and the page gives them less guidance than a fast food kiosk. The shopper has to become the integrator.

No ticket captures that problem clearly enough for a team to solve it well. The frustration is real but abstract. So I opened Claude and described a different approach: a configurator where the shopper builds their bag step by step, with a live visual that updates after every selection. One session later, I had a working prototype.

A ticket describes what should change. A prototype shows what it feels like when it does.
02 / The Proof

See the Difference

Below is a traditional luxury PDP: dropdown menus, spec tables, a static image. Then the configurator I built. Same product, same components. A completely different way of shopping.

Traditional Product Page

Current State
360°
Generic Luxury Brand
Sélène Flap Bag, Small
REF: SLN-2247-SM  |  Small Model
$3,200.00Base configuration
Color
Hardware

The image updates. But could you have guessed what "Sahara Dreams" looks like?

Specifications
Dimensions25 x 17 x 8 cm
Strap Drop38 cm (single), 55 cm (double)
MaterialCalfskin / Lambskin
ClosureTurn-lock clasp
Interior1 zip pocket, 2 flat pockets
Made inItaly
Add to Shopping Bag
Need help choosing? Book an appointment →

Now build the bag yourself.

Same product, same components. Completely different experience.

The Builder PM Prototype

Built in 2 Hours with AI
Maison Aurel
The Sélène Bag
Luxury Handbag, Design Your Own
The Sélène Collection
Crafted to be yours.
Configured by you.
Each Sélène begins as a silhouette and becomes a statement. Choose your shape, leather, hardware, and personal touch below.
↓ Begin Your Design
Select a silhouette to begin MAISON AUREL Card Holder Phone Pouch Silk Scarf Charm
Classic · Noir Calfskin · Polished Gold
1
Silhouette
2
Leather
3
Hardware
4
Personalization
5
Complete the Look
Your Sélène
Select options...
Your Sélène, Designed by You
Complimentary shipping, 2 to 5 days
Signature gift wrapping
14-day complimentary returns
Florentine atelier
The Atelier
Made by hand. Measured by eye.
Every Sélène begins on a marble cutting table in our Florentine atelier. A master artisan selects the hide, marks the pattern, and cuts each panel by hand. The quilted motif is embossed at 180°C using a brass die cast from the original 1962 design.
18
Hours per bag
1962
Original die
180°
Emboss temp
Luxury leather hides
Materials
Four leathers. One standard.
Each hide is sourced from tanneries in Tuscany and the Pyrénées, selected for grain consistency and natural character. Calfskin for structure. Lambskin for softness.
Noir
Cognac
Crème
Bordeaux
28
Days tanning
4
Leathers
Three silhouettes. One intention.
Mini
20 × 14 × 7 cm
Evening companion. Fits phone, cards, lipstick. Adjustable chain strap for crossbody or shoulder.
340g
Weight
38 / 55 cm
Strap Drop
$2,800
From
Tote
32 × 28 × 12 cm
Carries your world. Structured base, magnetic top closure. Fits a 13" laptop with room to spare.
620g
Weight
42 / 58 cm
Strap Drop
$3,600
From
Woman with Bordeaux Classic on Mediterranean terrace
The Classic in Bordeaux
Mediterranean sunset, hand-delivered.
Built to carry from boardroom to boulevard. Structured enough for your day, soft enough for your evening. The Bordeaux grain deepens in warm light.
Woman with Noir Tote in rose corridor
The Tote in Noir
Boardroom to boulevard.
Noir Calfskin with Palladium hardware. 32 centimeters of structured elegance that fits a 13-inch laptop, a notebook, and everything in between.
Quiet moment with Cognac Mini
A Quiet Moment
Designed for the pause.
The Mini in Cognac Saddle. Gold hardware catching afternoon light. The Sélène was not designed for runways. It was designed for the table next to your espresso, the seat beside you at dinner, the hand that reaches for it without looking.
A bag should feel like it has always been yours.
A bag should feel like it has always been yours.
Our Services
The Maison Aurel Experience
Signature Gift Wrapping
Every order arrives in a couture trunk lined with hand-pleated tissue and sealed with the Maison Aurel wax emblem.
Personalized Message
A hand-set letterpress card with your words, tucked beneath the ribbon. Because a few lines can carry an emotion a gift alone cannot.
Complimentary Delivery
Fully insured express shipping on every order. White-glove delivery within 2 to 5 business days, with real-time tracking from atelier to door.
Certificate of Authenticity
Each Sélène ships with a signed certificate, a unique serial number, and a care guide for the leather you selected.
Hot Stamp Engraving
Gold foil initials pressed by hand in our Florentine atelier. Up to three characters on the interior flap, visible only to you.
Private Consultation
Book a one-on-one session with a Maison Aurel advisor. Virtual or in-boutique. They will guide your configuration and answer every question.
Added to your bag
Your Sélène
$0

The traditional PDP presents a static product and refers you to a "Client Advisor" when you are confused. The configurator builds your bag alongside you. Four components, zero jargon. The shopper never had to decode "Ruthenium-Finish Metal (RHW)." They chose a shape that fit their life, a leather they could almost feel through the screen, hardware that matched, and a personal touch. That translation from technical product architecture to human decision-making is the product insight.

The prototype surfaced things that would have stayed theoretical in a requirements document. The step sequence reduced decision anxiety by breaking one page into five clear choices. The live SVG preview turned configuration into a creative act rather than data entry. The cross-sell strip dynamically matched accessories to the shopper's selections, making add-ons feel curated rather than pushed. These details become testable when you can see them. They remain hypothetical when you can only describe them.

None of this proves a business outcome. What it does is compress the first learning loop. The questions that matter became visible in the same session the prototype was built: Does the step sequence work? Does the live visual reduce anxiety? Does cross-sell feel natural or forced?

03 / The Method

How I Actually Built This

Three rounds. One session. Every prompt below is real.

Round 1: "It works. Nobody would buy from it."

PromptRound 1
Build an interactive luxury handbag configurator for a fictional brand called Maison Aurel. The Sélène Bag collection. Shopper builds their bag piece by piece: Silhouette (Mini/Classic/Tote) > Leather > Hardware Finish > Personalization. Show a live visual that updates with each selection. Component pricing. Dark UI, high-end feel.
What came back: Working configurator with radio buttons and a grey box where the bag should be. Functionally correct. Looked like a SaaS product. Nobody spending $3,000 would trust this page.

This is what happens when you describe features instead of an experience. A shopper spending $3,200 doesn't want a configurator. They want to feel like they are designing something.

Round 2: "Now it feels like something worth $3,200."

PromptRound 2
The visual needs to be a real SVG illustration of a handbag that updates: body and flap color change with leather selection. Clasp and chain color change with hardware. Bag shape changes with silhouette (mini is smaller, tote is wider/taller). Add quilted stitch lines for texture. Replace radio buttons with tactile swatches. Leathers should be orbs with realistic gradients. Hardware should be metallic circles. Personalization should show icons with descriptions. Accordion steps, not all visible at once. Gold checkmark on completion. Price builds component by component.
The AI didn't decide to use an SVG bag illustration. I did, because luxury buyers need to see what they're creating. The AI didn't sequence leather before hardware. I did, because leather is the emotional anchor. The AI built the interface. I designed the decision architecture.

Round 3: "The details that create confidence."

PromptRound 3
Three refinements: 1. Build summary at the bottom: every component, its name, individual price. Think of it like the bespoke order confirmation at a luxury atelier. The shopper should feel like they designed something, not just selected options. 2. Personalization should be visible on the bag. Monogram shows initials on the body. Scarf charm appears tied to the strap. Chain upgrade makes the strap visually longer. 3. Collection hero above the configurator with editorial serif typography. The shopper should feel like they landed on something curated by a creative director, not a product page.
The build summary transforms "I configured something" into "I designed something and I understand exactly what I'm getting." In luxury, the purchase is emotional. The summary makes it tangible.

Round 1 described features. Round 2 described experience. Round 3 described emotional outcome. That progression is the point. Your prototype is only as sharp as the product thinking behind the prompt.

The AI is the tool. The product thinking is the craft.
04 / The Implication

Navigating the Dynamics

Building the prototype is the easy part. The harder question is how to use it without stepping on the teams whose craft brings it to production.

A prototype is a conversation starter. It gives every team the same thing to look at and pressure-test before anyone invests significant time. Without one, the PM writes a PRD, engineering pictures one thing, design pictures another, leadership pictures something else. The misalignment surfaces weeks later. A rough prototype makes the right questions visible earlier.

Once alignment happens, the prototype steps into the background. What follows is the process your organization already has in place.

Product Operating Model

Where Prototyping Lives

One tool inside Discovery. Every other phase stays exactly as it is.
Tap any element to explore
Ideation
Discovery
Definition
Development
Go-Live
Prototype lives here
Inside Discovery: how a prototype creates shared clarity
Signal identified
PM builds prototype
Conversation starter, not a deliverable
Teams align on the same vision
UX & Design
Lead the experience
Engineering
Evaluate feasibility
Brand
Guide the identity
Leadership & Stakeholders
Validate direction
Shared clarity achieved
Ready for Definition → Development → Go-Live

The prototype replaced none of their work. It gave everyone a shared starting point.

The value of a prototype is not the prototype itself. It is the clarity it creates before the organization commits resources.
05 / The Point

Show It. Don't Describe It.

Every PM has a vision for how the product should work. The difference is whether anyone else can see it early enough to improve it. Not in a slide. Not in a ticket. In something they can touch, click, and react to. The configurator you just used exists because one PM opened a chat window and described what the shopping experience should feel like. That is the entire gap.

The question is not whether PMs should learn to build. The question is whether you are willing to show your vision instead of just describing it.

Your turn.

Pick one problem your team has been debating in documents. Build a prototype. Share a URL instead of a slide.

Nagesh Koritala
Senior Digital Product Manager
Skipper's Field Guide
Try the Prototype