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Not every successful business starts with a carefully planned launch.

Francesco D'Alessio built the first version of Tool Finder in a single weekend using Notion, Super, and a form tool. He scheduled a Product Hunt launch, then forgot about it. The listing went live without him. It hit number one for the day.

That was five years ago. Today, Tool Finder is a software review and discovery platform generating a five-figure monthly recurring revenue. Francesco runs it alone - managing content, development, vendor relationships, and a small portfolio of additional products on the side.

Here is how he built it, and what he has learned along the way.

What Tool Finder Actually Does

Tool Finder helps individuals, teams, and professionals discover software, compare options, and stay current with what is available. The site covers a wide range of tools across productivity, project management, and business software categories.

The business model runs on three revenue streams:

  • Sponsorships - software vendors pay for featured placement and coverage.

  • Affiliate revenue - commissions from referrals to tools and platforms.

  • Deal passes - a paid pass that unlocks exclusive vendor discounts for buyers looking to save on software.

Francesco also runs an iOS app called Bento, which is approaching a four-figure MRR, and a site called scrumplanning.com that helps teams run more effective estimation meetings. All of it is operated by one person, with AI assistance handling some of the development work.

From a Weekend Build to a Real Business

The original version of Tool Finder was a no-code project: Notion as the backend, Super to create a public-facing website from it, and Tally to handle form submissions. Francesco built it over a weekend and registered a domain.

He had scheduled a Product Hunt launch but then forgot it was coming. It went live automatically. Somehow, without active promotion or preparation, it was voted to the number one spot for the day.

The initial build held up for two to three weeks. Then it became clear that growing the site would require something more substantial: better infrastructure for SEO at scale, a cleaner build, and a more professional presentation. He rebuilt it from there.

One thing he changed more recently: showing up more personally in the content. For the first several years, he kept himself out of it. In the last few months, he has leaned into being the face of the brand - offering straightforward software explanations in a more human, accessible tone. He attributes part of the business's current momentum to that shift.

The YouTube Layer

Content is central to how Tool Finder stays relevant and maintains vendor relationships.

Francesco now produces a consistent volume of YouTube content covering software reviews, comparisons, and tool walkthroughs. The channel serves multiple functions at once: it attracts organic search traffic, keeps the site current with what is new in the market, and helps him build relationships with the vendors whose tools he covers.

The vendor relationships have practical value beyond revenue. They give him early access to announcements and news embargoes - meaning Tool Finder can publish timely content when new tools or major updates launch, rather than reacting after the fact. That kind of access is hard to build quickly. It accumulates over years of consistent, credible coverage.

To follow the content, search "Tool Finder" on YouTube or subscribe through the newsletter at toolfinder.com.

The Lesson He Keeps Coming Back To: Stay Lean

Francesco is thoughtful about what has and has not worked in how he runs the business.

Early on, he hired a video editor, brought in a writer, and worked with a development partner. He does not call these mistakes exactly - but in retrospect, they were not necessary. The business did not need that level of staffing to operate well. Adding people created overhead without proportionally expanding what the business could do.

"Don't overhire, don't expand beyond remits, and focus on what the business does well."

That lesson has shaped how he operates now. Everything runs through one person, with AI tools handling parts of the development workload. The result is a business that moves quickly, stays financially lean, and does not require a management layer to function.

His broader observation: the more he has learned about how he personally works - his rhythms, his decision-making patterns, his blind spots - the better the business outcomes have been. Understanding yourself as an operator is underrated as a business skill.

On Creativity and What Actually Matters Now

Rather than a free trial or a subscription for a finished product, Umberto offered a lifetime deal for an app still under construction. To make that work, he spent weeks being completely transparent about what existed and what was still being built. He did not hide the incompleteness. He made it part of the pitch.

The entire launch ran outside the app stores, which meant Apple and Google did not take their standard commission. All revenue went directly to the company.

One tactical decision shaped the outcome significantly. After weeks of warm-up content, Umberto drew a clear line: no refunds, the deal was the deal. If someone had doubts, they could wait for the subscription tier later. But the lifetime offer would close. Combined with limited spots and a short window, that framing moved people from consideration into a decision.

Francesco's advice for people building today is less about tactics and more about foundations.

His view: as AI tools take over more of the execution layer - writing, coding, design - the thing that will separate businesses is the quality of the thinking behind them. Creativity, judgment, and decision-making are becoming more valuable, not less.

That means the inputs that support those things - sleep, health, clear thinking, time away from screens - matter more than most business operators are treating them. It is easy to optimize for output and overlook the conditions that make good output possible.

He frames this as something worth building intentionally, not just maintaining passively.

What Is Next

Francesco describes himself as being in a transition period.

The near-term plan has three parts. First, a design refresh for Tool Finder and a more defined content structure. Second, upgrades to both Bento and Scrum Planning to sharpen their market positioning. Third - and more open-ended - a series of apps and tools focused on helping people build confidence in specific areas. He acknowledges this third piece is vague for now, and that it will become clearer as he builds it.

He is sharing the process publicly. You can follow along through the Tool Finder newsletter and YouTube channel, both accessible at toolfinder.com.

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