https://technology.nasa.gov/patents
And the NSF's equivalent, the many national labs, defense labs, and research-intensive universities (eg UC Irvine is keen to for entrepreneurs to pick up IP; as are lots of others). There's so much out there, and it's just waiting for entrepreneurs to commercialize it. Many things won't have direct commercial application, but much of it does. Typically the entity doing the licensing doesn't just give you the IP, but a full teaching program and network to help you get further.
A moat can be unique technology, an exclusive licensing agreement, an exclusive IP (patent or otherwise), very unique experience or insight, an exclusive geographic location, a very unique business model, a very unique skill and/or reputation, etc.
Follow the leader seems like a plan, but it’s probably not a good plan unless you have tons of money to spend on marketing and sales.
In my previous home city, someone opened a bake shop with coffee that was targeted at the growing Korean population. It was unique: Korean pastries, Korean friendly faces, great coffee, etc. They probably invested $100k in opening this shop. It became very popular. Then, in about nine months, five more copycat shops opened up within a mile or two of this store. Result: business went way down for all of them. They all lost revenue, and they all invested a lot of money.
Software is prone to this kind of copycat behavior. The thinking goes like one of these two sequences:
1. People like software—>I write software—->People like [note apps, for example]—>I can write a note app in a week—->I’ll start a SaaS business
2. I write software—->I think [fill in the blank] is cool—>I will write an app for [that] in a week—->I’ll start a SaaS business
Writing software is not a differentiator. It’s not a shortcut to big bucks. It’s not a solution in itself. It’s just a tool. Anything you can write in a week (or 3 months) can be done by 100,000 other people—-in a week (or 3 months).
You have to start with a problem, defined by a large group of people, that you have the experience and expertise to solve in a unique and valuable way. Software may be part of that solution, but it’s just a fraction of the whole pie. You need to think about the whole solution—-and the moat. It may take 5 to 10 years to develop your moat. Be patient and be observant.
Good luck.
> You have to start with a problem, defined by a large group of people, that you have the experience and expertise to solve in a unique and valuable way.
That precise argument is why I didn't make Slack. And yet Slack is a lots-of-dollars business, made by people who, as far as I can see, started with no more expertise in the domain than any of us who've ever worked for a big company has.
As I get older I'm more and more convinced that actually doing anything at all can be a differentiator.
Indeed. This has always been true, and will always be true. Thus the old saw about how "80% of success is just showing up."
I'm old and I saw that when I was young.
>actually doing anything at all can be a differentiator.
The other 20% is taking action like so many do not do.
My view: entrepreneurs should take on a little more technology risk. Not just market risk. License IP from federal labs and government agencies -- there is SO much advanced tech sitting on shelves. Do government contracting to fund R&D.
Go beyond just software, especially the SaaS kind, because ultimately, software can only make so much difference in society. Investors don't like government and anything sciencey, especially when there's a hardware component, so I don't believe most hotshot founders will go for it. But hopefully enough will take on more technology risk.
The biggest problems out there right now require a mix of traditional software, ML, hardware and research. All put together in the right way.