30 October 2026 EN ES
The AI Side Project

Weekend projects that quietly became businesses

Going Further

The 4 tells your side project is asking to become a company

A profitable weekend build can start needing company-level planning. Use a four-tell checklist to see if it is time to treat it as a business.

Illustration: The 4 tells your side project is asking to become a company

A profitable side project can start asking for more than your weekend hours. Most stay side projects, and that is fine. The move from weekend build to company is usually a question of structure, not ambition, especially when revenue depends on your personal attendance.

Use the four tells below as a quick audit. Each one tests a different reason a project may need company-level planning.

Four tells separate a weekend build from a company

  • Niche protection: Write a sentence naming the narrow audience and the broad platform that cannot serve it. A missing answer shows the niche is not yet a protected position.
  • Paid tier: Check revenue by plan. A paid tier carrying most of the money signals a repeatable revenue source.
  • Community threat: Read user conversations. Users setting norms, workarounds, or complaints that could define the category mark the community as the real risk.
  • Personal attendance: Name a revenue task that only you can do. Onboarding, support, or marketing in that slot puts your presence inside the revenue.

If several items point the same way, the project is no longer just a weekend build. It is a small firm that needs a name, a plan, and a boundary between your time and its growth.

The niche becomes the moat

A narrow audience can do more than sharpen marketing. It can protect the project from bigger platforms. Jay, an ex-Amazon engineer turned solo founder, built Nomadtable around a narrow audience, and that niche focus is its moat.

Gartner's Q4 2025 data showed micro-niches expanded 340 percent relative to broad-market platforms.

The test is simple: can you say who the product is for and why a generalist cannot do the job? You do not need a smaller audience just to sound clever. You need to explain the audience's recurring problem, the language they use, and the reason a broad platform would miss them. A clear answer gives you a place to be useful before you have the budget to be everywhere.

The paid tier does the revenue work

Nomadtable generates approximately $140,000 in monthly recurring revenue and has 1.8 million users.

The paid Nomadtable Plus tier adds perks such as broader traveler discovery, stronger profile visibility, and unlimited AI suggestions.

When a paid tier carries the revenue, the project has a clearer business structure. It also shows whether the product is just a free tool with a logo. A paid tier doing the real work gives you a product people will pay to keep. A business built on one-off purchases, donations, or your own services may still depend on your personal effort rather than on a repeatable offer.

The paid tier also changes how you plan. It gives you a reason to protect the free experience, test pricing, and think about why people cancel. It gives the project a recurring structure.

The community and personal attendance carry the risk

Nomadtable nets about $1.7 million a year, but its biggest threat comes from the community it created rather than from competition.

That is a useful warning for any side project turning into a business. A community can become the product's strongest asset and its most unpredictable constraint at the same time.

Jay dogfoods Nomadtable by joining app meetups, including during a four-month stay in Bangkok, to gather feature ideas and understand audience subsegments.

Personal attendance can be a strength. It can also be the bottleneck. A solo software founder should be treated as the top executive of a standalone firm rather than as a hobbyist or job-seeker.

Ignoring marketing for a month while continuing to code can improve the product without improving the business.

If your revenue needs your personal attendance, the project is already asking for company-level planning. You do not have to quit your job immediately. You do have to stop treating the business like a spare-time experiment.

Start by writing down the tasks that only you can do. Onboarding, support, or marketing each calls for a simple process. Product decisions can stay close. You can skip the formal title and still make the business survive your absence for a stretch, then longer. Survival gives you a business. Failure gives you a clearer reason to keep it a side project.

Advertisement