Case study
An idea I had for years.Shipped in 9 days.
How I built and launched Quothly, a real AI-powered SaaS, in 59 hours using GoShipped.
- 9build days
- 59hactive development
- ~25 minGoShipped setup

The idea that wouldn't go away
I've always loved quotes.
A few words can change your perspective, spark an idea, or stay with you for years.
For a long time, I had this idea of building a place where people could discover, collect, and share meaningful quotes.
But I never built it.
Not because I didn't like the idea. Quite the opposite.
The problem was the effort involved. Authentication, databases, payments, infrastructure, deployment, and all the other things you need before you even get to the actual product.
And then there was the business question: Could a quotes platform ever make enough money to justify that investment?
For years, my answer was essentially: probably not worth the effort.
Then AI changed the equation.
Why I finally decided to build it
I'm a solo founder and developer with more than 25 years of experience building software.
I've spent a lot of that time building the same foundations over and over again.
That's one of the reasons I created GoShipped, a production-ready AI SaaS starter built with Next.js, Python, FastAPI, Supabase, and Stripe.
But I didn't want GoShipped to be just another boilerplate with an impressive feature list.
I wanted to prove that it could help ship a real product.
Not a demo. Not a todo app.
A real SaaS with actual users, subscriptions, and a reason to exist.
My old quotes idea was the perfect candidate.
Finding the name Quothly
On October 2, 2026, I started looking for a name.
After exploring different possibilities, I came across Quothly.
The domain quothly.com (opens in a new tab) was available.
I registered it.
Suddenly, that idea I'd been carrying around for years had a name and a home.
It was time to build.
Starting with GoShipped
On October 5, I started building Quothly.
I installed GoShipped, fixed a few issues I discovered along the way, and performed another fresh installation.
With my environment configuration already prepared, the fresh setup took approximately 25 minutes.
Authentication, the AI chat foundation, database integration, and the infrastructure for a subscription-based product were already there.
Instead of spending days assembling the basics, I could start building the quote experience.
On that first day, I worked on the database schema, quote catalog, and the tools for researching and saving quotes.
Quothly was taking shape.
Nine days of building
GoShipped setup & core architecture
A fresh GoShipped install, then the database schema, quote catalog, and tools for researching and saving quotes.
Quote engine & attribution research
Quote engine work, and the attribution research I later decided not to ship.
Topics & chat UX
Topics, and the chat experience for finding a quote.
Public product & discovery
The public side of the product, so quotes could be discovered.
Homepage & SEO
Homepage, metadata, and how the product would be found.
Personal library & experience
A personal library, and the experience of coming back to it.
Monetization & Stripe
A seven-day trial and Stripe subscriptions at $5 per month.
Launch preparation
The last product decisions before calling it ready.
Production hardening & optimization
Production deployment, performance, and the hardening around a real launch.
9 build days59 hours
Hours are estimates of active development time, excluding walks, conversations, and breaks.
And yes, there were plenty of those.
What didn't make it into V1
One of the biggest lessons came from quote verification.
I wanted Quothly to do more than collect quotes. I wanted it to investigate whether a quote was authentic and correctly attributed.
I spent hours building and improving the verification system.
But reliable quote attribution turned out to be much harder than expected. Sources contradicted each other, popular misattributions appeared everywhere, and even AI-assisted research couldn't always establish the truth.
Eventually, I decided to remove the interactive verification feature from the first version.
Eight hours on October 6. A lot of experimentation. And a feature I ultimately chose not to ship.
That's part of building products, too.
Shipping isn't about keeping everything you build. It's about knowing what matters.
What shipped
By launch, Quothly was much more than a simple quotes database.
It included a public quote catalog, author and topic pages, AI-powered quote research, a personal collection, search and filtering, social sharing, and a dedicated page for every quote.
It also had user authentication, a seven-day trial, Stripe subscriptions, content moderation, SEO metadata, social preview images, and a production deployment.
The subscription price: $5 per month.
Quothly was a real, monetized SaaS from day one.
Whether it becomes a successful business is a different question. That remains to be seen.
But the product was live.
How building Quothly improved GoShipped
This was one of the most valuable parts of the experiment.
Using GoShipped to build a real product exposed issues I hadn't encountered while developing the starter itself.
I discovered setup friction, fixed bugs, improved workflows, and tested the foundation against real product requirements.
Quothly wasn't just built with GoShipped.
It helped improve GoShipped.
And that's exactly the kind of feedback I wanted.
What I learned
A few years ago, I probably would have spent weeks getting a product like this ready.
Or, more likely, I would have kept the idea in my head.
This time, I went from a fresh project to a launched SaaS in nine build days and approximately 59 hours of active development.
AI made the implementation faster. GoShipped removed much of the repetitive setup work.
But I still had to make the product decisions, rethink features, fix problems, and decide when it was ready.
AI didn't decide what to build. It made an old idea worth building.
And for me, that's the most exciting part of where software development is heading.
The result
A real product. Live and monetized.
Quothly launched with a public quote catalog, author and topic pages, AI-powered research, personal collections, social sharing, authentication, a seven-day trial, and Stripe subscriptions at $5/month.
The product is real, it is online, and people can use it. Whether it becomes a successful business remains to be seen.