How Rox Built ThumbnailTest.com: From Livestreaming Code to $800+ Monthly Recurring Revenue in the Creator Tools Industry

Founder: Rox
Business: ThumbnailTest.com
Revenue/Month: $16K
Founders: 1
Employees: 0
Website: thumbnailtest.com
Location: San Bruno, California, USA.
Founded: 2021

ThumbnailTest.com is reshaping how YouTubers approach their most critical assets: thumbnails and titles. The platform leverages live A/B testing to provide creators with data-backed insights, helping them refine their content for maximum viewer engagement. By making decisions based on hard metrics rather than guesswork, ThumbnailTest is empowering creators to optimize their first impressions in a fiercely competitive space. 

Rox, the developer behind the platform, brings an unconventional yet deeply relatable perspective to the entrepreneurial world. “I’m not an expert,” they say. “I’m just figuring things out and sharing the process with people who find it interesting.” But with two startups already under their belt and a loyal Twitch following, Rox’s results tell a more sophisticated story. Their transparency, streaming every phase of their startup journey live, has turned their Twitch channel into a hub of learning and inspiration for others. 

Rox’s transition from tech giant intern to full-time entrepreneur was driven by a deep sense of disconnection. “When I was at Microsoft or Facebook, it was like… okay, you’re working on this tiny piece of a giant machine. I didn’t feel connected to the bigger picture,” they share. That discontent fueled their desire to chart a different path—one where they could build meaningful tools while fostering a community in real time. 

That philosophy of community-centered innovation led to their first venture, Clipbot.tv. The platform gives Twitch streamers the tools to convert their live-stream highlights into snappy, platform-ready clips for TikTok or YouTube Shorts. Clipbot solved a tangible problem for streamers who lacked the time or resources to repurpose content effectively. “I wanted to create something that I would’ve needed as a small streamer,” Rox explains. The project’s success laid the groundwork for something even more ambitious. 

ThumbnailTest.com was born out of Rox’s fascination with YouTube’s intricate algorithms and the psychological science behind what makes people click. “A thumbnail isn’t just a picture—it’s an argument,” Rox says. “It’s saying, ‘Here’s why you should care about this video.’ But how do you know if it’s the right argument until it’s out there?” ThumbnailTest answers that question. By running experiments directly on YouTube, the platform takes the guesswork out of the equation, showing creators which version of their thumbnail and title truly performs best. 

What sets ThumbnailTest apart is its immediacy. Traditional tools often rely on focus groups or historical data, but ThumbnailTest operates live. “You’re testing with real viewers on YouTube, in real time,” Rox explains. “It’s not a simulation. It’s what’s actually happening right now.” That immediacy not only provides more accurate results but also allows creators to make changes while their content is still fresh, capitalizing on momentum. 

Rox’s decision to build the platform in full view of an audience is part of what makes their journey so distinctive. Streaming every step on Twitch—designing user interfaces, debugging code, and even hashing out pricing models—has created a sense of intimacy and trust between Rox and their viewers. “The cool thing about streaming the build is that people can see I don’t have all the answers,” they say. “They get to see the problem-solving process, the mistakes, and the small wins. It makes the end product feel like it belongs to everyone who watched.” 

This openness has also helped Rox stay accountable. “If I wasn’t streaming, I think it’d be way easier to give up when things get hard,” they admit. “But when you’ve got 200 people in chat asking about progress, you can’t just disappear.” The Twitch community doesn’t just hold them accountable—it also acts as a sounding board. Viewers often weigh in with feedback, suggestions, and even encouragement during tougher moments. 

ThumbnailTest.com has already begun to gain traction, with Rox achieving $800 in monthly recurring revenue across both their projects. Though far from astronomical, this milestone reflects the potential of Rox’s scrappy, audience-driven approach. “That $800 means people are actually finding value in what I’ve built,” Rox says. “That’s huge to me.” 

However, the journey has been far from smooth. 

The Road Less Traveled: From Stagnation to Innovation 

The story of ThumbnailTest.com is rooted in Rox’s refusal to follow the predictable patterns of a traditional career. Their experiences in the tech world, from prestigious internships to entrepreneurial misfires, set the foundation for a philosophy that values autonomy, ingenuity, and practicality over convention. This mindset not only shaped their journey but also defined the principles behind their work. 

Rox’s entrepreneurial awakening began in the midst of their college years, where a natural affinity for game development and computer science opened doors to high-profile internships. “Landing those roles felt like checking off a box,” Rox recalls, speaking of their time at Microsoft and Facebook. While the internships provided a front-row seat to cutting-edge projects and ample networking opportunities, they also revealed the limits of a corporate trajectory. “It felt like being a cog in this massive machine,” they explain. “I kept asking myself, is this all there is?” 

It wasn’t just dissatisfaction that drove Rox forward—it was the idea of building something that mattered. This drive propelled them into their first startup, a restaurant tech company co-founded with two peers. The concept, integrating QR code-based payments and loyalty programs, was ahead of its time, and Rox poured years into the venture. Despite some signs of promise, the business never quite took off. “We had these moments where we thought, ‘This could work,’” they say, “but after a while, the grind wore me down.” 

One pivotal moment brought clarity. A friend asked Rox, point-blank, why they continued with a venture that brought so little joy. The question stung but also opened a door. Soon after, Rox made a bold decision to leave the U.S., selling off most of their possessions and starting fresh in Thailand with a group of friends. “It was terrifying,” Rox admits. “I had no plan, just a laptop and this idea that I needed to figure out what I really wanted to build.” 

That fresh start sparked the creation of Clipbot.tv. As a Twitch streamer, Rox experienced firsthand the frustration of converting live-stream highlights into short-form content for platforms like TikTok and YouTube Shorts. “I wanted something that could just automate the boring parts,” they say. The result was Clipbot, a tool that transformed streaming highlights into bite-sized videos with minimal effort from the user. While competitors existed, none offered the seamless automation that Clipbot brought to the table. The project’s launch was modest but meaningful, earning Rox $600 in monthly recurring revenue—a proof of concept that validated their instincts. 

This small but significant win prepared Rox for their next move. Spotting a gap in the market, they envisioned a better alternative to existing thumbnail testing tools. Rox’s frustration with competitors like TubeBuddy, which bundled thumbnail testing into expensive, bloated subscriptions, led them to create ThumbnailTest.com. “Why pay for a bunch of tools you don’t need just to get access to one feature?” they ask. Their idea was simple: a lightweight, user-friendly platform that focused exclusively on A/B testing thumbnails and titles—nothing more, nothing less. 

Efficiency was the cornerstone of ThumbnailTest’s development. “I’d already gone through the pain of overcomplicating things with my first startup,” Rox says. “This time, I kept it simple.” In just two weeks, they launched a beta version that began generating revenue almost immediately. Within two weeks of its full release, ThumbnailTest had reached $200 in monthly recurring revenue, and beta users pushed the number closer to $300. “It wasn’t life-changing money,” Rox admits, “but it was enough to tell me I was onto something.” 

But more than the numbers, Rox emphasizes the philosophy behind the platform. 

Growing Revenue and Redefining Strategy 

With monthly recurring revenue (MRR) surpassing $800, Rox has entered a pivotal stage of growth. ThumbnailTest, the faster-growing of their two ventures, has taken center stage, reflecting not only its early momentum but also Rox’s broader ambition to redefine the toolkit available to content creators. These numbers may seem modest at first glance, but they signify something deeper: the foundation of a strategy focused on scalability, precision, and staying attuned to customer needs. 

ThumbnailTest’s rapid growth has shifted Rox’s energy toward scaling the platform for larger teams and multi-channel creators. “The creators who are serious about YouTube aren’t just individuals—they’re teams managing multiple channels, sometimes for clients,” Rox explains. To address this, they’re enhancing the tool’s analytics, aiming to deliver more granular insights that professional creators can’t ignore. The vision is clear: transform ThumbnailTest into an indispensable resource, not just for YouTubers, but also for consultants and agencies managing entire content portfolios. 

This focus has naturally outpaced Clipbot, which Rox describes as “steady but slower.” While ThumbnailTest is evolving rapidly, Clipbot holds its own potential in the Twitch streaming niche. “Right now, most users find Clipbot through Google or affiliates,” they share. Yet Rox believes the product could be much bigger with targeted outreach. “There are so many streamers out there who have no idea this kind of automation exists.” To tap into that, they’re prioritizing a marketing-savvy cofounder who knows the Twitch community inside and out. With the right partnership, Rox envisions doubling or even tripling Clipbot’s revenue while simultaneously transitioning the tool from a desktop app to a scalable web-based platform. 

Lessons From the Frontlines 

Every step of Rox’s journey has brought invaluable insights—some from successes, others from mistakes. Chief among these lessons is the value of speed. “With Clipbot, I spent five months building before even launching it,” Rox reflects. “That was way too long.” In contrast, ThumbnailTest’s beta rolled out in just two weeks, proving that a tight, focused timeline doesn’t mean compromising on quality. For Rox, the key is honing in on a simple, valuable feature set and refining it through real-world feedback. 

Marketing, an area that many developers neglect, has also become a cornerstone of Rox’s approach. “Building the product is just the start,” they say. “If you’re not marketing it, you might as well not have built it at all.” Rox credits Twitter as a surprisingly effective channel for connecting with customers, sharing updates, and building anticipation. “Just tweeting progress and asking for feedback gets you in front of people who are excited to support what you’re doing.” Meanwhile, SEO—especially blog posts—has proven to be a slow but reliable driver of growth for Clipbot, now responsible for most of its new users. 

Collaboration has also played a vital role in Rox’s growth strategy. Offering equity, free access, or generous affiliate terms has opened doors to partnerships that amplify both visibility and revenue. For ThumbnailTest, affiliate programs have been instrumental in expanding reach. For Clipbot, the idea of bringing on a cofounder represents an investment in the product’s untapped potential. “I’m not afraid to share the pie if it means growing faster and smarter,” Rox says. 

Perhaps the most valuable takeaway has been knowing exactly who to build for. “I’ve learned that the best customers are the ones who see your product as an investment in their own success,” they explain. Both ThumbnailTest and Clipbot were designed for creators willing to pay for tools that save time, boost engagement, and streamline their workflows. This focus ensures consistent revenue while providing the resources to reinvest in product improvements. 

A Bigger Picture 

Rox isn’t stopping with two tools. Their long-term goal is to build a suite of products tailored to content creators, using ThumbnailTest and Clipbot as the building blocks for something larger. “When you operate in the same niche, your products start to reinforce each other,” they note. By creating interconnected tools, Rox hopes to not only challenge industry heavyweights like TubeBuddy but also deliver a more cohesive, user-friendly experience for creators who want to scale their efforts. 

For now, Rox remains deeply embedded in the day-to-day grind of building, marketing, and iterating—live on Twitch. Streaming the entire process continues to be a defining part of their approach. “It’s accountability, but it’s also about connection,” they explain. Sharing their work in real time has attracted a loyal audience, many of whom become customers or advocates. “The people watching feel invested,” Rox says. “They’re not just following the journey—they’re shaping the product.” 

Success Factors: Why Did ThumbnailTest Succeed? 

  • Customer-Centric Design: ThumbnailTest is built with creators in mind, providing real-time insights that make decision-making easier for YouTubers. The focus on practical utility and affordability makes the tool an accessible and essential investment for its target audience. 
  • Building in Public: Rox’s decision to live-stream the development process on Twitch created transparency and engagement. This approach not only held them accountable but also helped build an early community of supporters and customers who felt invested in the product’s success. 
  • Effective Use of Marketing Channels: Rox actively leveraged platforms like Twitter to share progress, gather feedback, and engage with potential users. These efforts generated awareness and momentum without relying on costly marketing campaigns. 
  • Partnerships and Collaboration: Rox embraced affiliate programs and other collaborative strategies to amplify ThumbnailTest’s reach. Partnerships allowed them to scale faster by leveraging the networks and influence of others. 
  • Validation Through Incremental Wins: Early revenue milestones, even if modest, served as critical validation of ThumbnailTest’s potential. These small successes created a feedback loop of motivation and improvement, allowing Rox to refine and expand the product. 
  • Focus on Paying Customers: Rox intentionally designed ThumbnailTest for creators who value tools that drive tangible results. This focus ensured consistent revenue from users who see the product as an investment in their success. 
  • Transparency and Engagement with the Audience: By sharing the highs and lows of entrepreneurship publicly, Rox fostered a community of users who felt connected to the process and were more likely to support and adopt the product. 

Key Lessons to Learn 

  1. Start Small and Launch Quickly: Rox’s experience underscores the importance of speed in product development. They learned that long, drawn-out development cycles (as with Clipbot) don’t guarantee success, while launching ThumbnailTest’s beta in just two weeks allowed them to test the market and start generating revenue immediately. The lesson: don’t wait for perfection—release a minimum viable product (MVP) and refine based on user feedback. 
  1. Identify a Clear Market Gap: ThumbnailTest succeeded because it targeted a specific pain point in the YouTube creator ecosystem: the need for affordable and efficient A/B testing of thumbnails and titles. Rox recognized that competitors like TubeBuddy bundled this feature with expensive, bloated subscriptions and positioned ThumbnailTest as a focused, standalone solution. The takeaway: identify what your audience truly needs and offer a better, simpler solution. 
  1. Build for a Paying Audience: Rox deliberately targeted customers—serious content creators and consultants—who view tools like ThumbnailTest as investments in their success. This focus on customers who are both willing and able to pay ensured a steady stream of revenue to reinvest in product development. Lesson: prioritize building for people who see value in your product and are willing to pay for it. 
  1. Transparency Creates Connection: By building ThumbnailTest live on Twitch, Rox invited an audience into the process, sharing both successes and struggles. This transparency built trust, engaged potential customers early, and created a sense of community ownership around the product. Lesson: “building in public” can foster accountability, generate early interest, and help create a loyal audience. 
  1. Leverage Simple but Effective Marketing Channels: Rox used accessible tools like Twitter and Twitch to market ThumbnailTest, showing that you don’t need a big budget to make an impact. Sharing updates, engaging users, and soliciting feedback in real-time created buzz around the product. Lesson: effective marketing doesn’t always require massive resources—being authentic and consistent can drive awareness. 
  1. The Power of Partnerships: Collaborations, whether through affiliate programs or shared equity, played a critical role in ThumbnailTest’s growth. Rox’s willingness to share control and work with others allowed them to reach more users and build faster. Lesson: partnerships can accelerate growth, open doors to new markets, and make scaling easier. 
  1. Momentum is Everything: Rox emphasized the importance of creating a positive feedback loop. Each small win—whether it was an early sale, beta feedback, or engagement on Twitch—provided motivation and direction. Lesson: focus on building momentum, even with small victories, to sustain progress through the inevitable challenges. 
  1. Resilience Through the Tough Times: Rox’s journey highlights the mental and emotional challenges of entrepreneurship, including isolation, self-doubt, and burnout. However, they also showed that perseverance, finding accountability in public building, and pushing past the “silent” early stages are crucial to breaking through. Lesson: success often comes to those who persist through the hardest days. 
  1. Start Testing Before Fully Committing: Rox advises aspiring entrepreneurs to begin with manageable experiments before going all in. Testing ThumbnailTest as a beta allowed them to validate the concept without heavy upfront investment. Lesson: don’t risk everything from the start—validate ideas with small-scale experiments before scaling up. 
  1. Focus on Simple, Scalable Solutions: Rox didn’t overcomplicate ThumbnailTest. By keeping the platform focused on its core purpose—A/B testing thumbnails and titles—they were able to execute quickly and scale efficiently. Lesson: simplicity and focus not only speed up development but also make it easier to attract and retain customers. 
  1. Adapt and Shift Resources When Needed: When ThumbnailTest began outpacing Clipbot in growth, Rox redirected more energy and resources toward it while keeping Clipbot as a secondary project. Lesson: know when to double down on what’s working and adapt priorities to maximize growth opportunities. 
  1. Learn from Failures and Mistakes: From struggling with their first startup to finding clarity in small wins, Rox’s journey shows the importance of treating failures as learning opportunities. Lesson: mistakes are inevitable in entrepreneurship—embrace them as part of the process and keep moving forward. 

Opportunity Matrix 

Founder Background 

Rox, a Twitch streamer and developer, with prior internships at Microsoft and Facebook, a game development/computer science background, and experience co-founding a startup. 

Problem Identification 

YouTubers lack affordable, effective tools to test which thumbnails and titles drive the most engagement, leading to guesswork and missed opportunities for growth. 

Market Opportunity 

The creator economy is booming, with millions of YouTubers seeking tools to optimize content performance. Demand for niche, data-driven tools continues to rise. 

Competitive Landscape 

Existing competitors like TubeBuddy offer A/B testing tools, but they are bundled with expensive, bloated subscription plans that many creators find excessive. 

Market Research 

Insights came from Rox’s own experience as a content creator and feedback from their Twitch community. Observed gaps in competitor offerings informed the product design. 

Business Model 

Subscription-based service with a lightweight, focused feature set. Affordable pricing targeted at YouTubers, consultants, and agencies who value content optimization. 

Initial Capital 

Bootstrapped with minimal costs—primarily time, effort, and a laptop. No external funding or large upfront investment required. 

Product/Service Development 

Built a minimum viable product (MVP) in two weeks to validate the concept. Focused on core functionality (A/B testing thumbnails and titles) with plans for iterative improvements. 

Marketing Strategy 

Leveraged “building in public” on Twitch and Twitter to engage potential customers. Used affiliate programs and partnerships to amplify reach. Relied on organic SEO for Clipbot. 

Milestones 

  • Beta launch in two weeks 
  • First $200 MRR within 14 days 
  • $800+ MRR across all projects 
  • Nearly 7,000 Twitch followers engaged with the process. 

Scalability 

High scalability potential with plans to expand features for multi-channel creators and teams. Growth opportunities exist through partnerships, improved marketing, and new features. 

Potential Risks and Challenges 

  • Balancing resource allocation between ThumbnailTest and Clipbot 
  • Risk of burnout due to self-imposed expectations 
  • Competing with well-funded, established players like TubeBuddy. 

Key Performance Indicators/Metrics 

  • Monthly recurring revenue (MRR) 
  • Click-through rate (CTR) improvements for users 
  • User acquisition through organic and affiliate channels 
  • Retention and subscription growth rates.