How We Almost Sold to Facebook—and How We Recovered (Lessons from a Startup’s Near-Makeover)
This isn’t a fairy-tale ending. It’s a candid account of a startup journey that came close to a transformative acquisition but didn’t pan out, and what I learned along the way.
The Beginning
The story starts in 2014 with a small advertising-focused startup. We built a platform where users could review video ads in exchange for points redeemable for money or coupons. After running 100 campaigns, clients asked for a bridge between offline ads (TV, billboards, magazines) and our online system to gain real analytics and insights.
We pursued this “offline to online with your phone” concept and delivered a first version within four months. Early feedback was enthusiastic: it felt like Shazam for videos, and I was energized by the potential.
The Investment
Revenue came in, but it wasn’t recurring. Entering annual ad budgets proved challenging; many advertisers treated the platform as an experimental tool for feedback rather than a scalable distribution channel, despite reaching around 100,000 registered users.
To scale and build the new technology’s infrastructure, we needed funding. Maintaining a system capable of recognizing millions of videos in seconds wasn’t cheap. In 2015 we raised $0.5 million from angels, led by a venture-capital partner, enabling us to grow to seven team members and accelerate product development. We were ready to expand globally.
The Pivot
Looking back, our post-investment decisions diverted us from our core strengths. We shifted from a local video ads review platform—with 100,000 users and 60 clients—to a global video-recognition consumer product. We launched an app akin to Shazam that could identify millions of videos. The aim was to make offline assets interactive by inviting users to download the app and unlock “something” when they scanned a video.
The concept was exciting, but download rates were too low to justify the reward. We did some notable campaigns with brands like Kia, Unilever, and Volkswagen, but these remained one-off innovations rather than sustainable growth.
A new idea emerged: embed our technology directly into native apps and operating systems so that anyone could interact with their offline environment and receive value immediately. This would eliminate the barrier of downloading a separate app and promised broad adoption. It sounded brilliant in theory.
Interactive The Walking Dead
By 2016 we pursued a white-label strategy, embedding our technology in other platforms via SDKs for Web, Android, and iOS. Our goal was to bring interactive TV experiences to viewers by pointing their phones at the screen.
I expanded my outreach globally, meeting with major TV networks and conferences in London, New York, and San Francisco. A pilot contract with FOX eventually materialized to test the technology in Portugal, taking nine months to finalize.
The FOX partnership offered a path to scale. We planned to make three shows—The Walking Dead, MacGyver, and Prison Break—interactive, with FOX promoting the interactive experience to audiences. Although the initial phase looked promising, results were modest.
Enter Facebook
In 2016 I conducted extensive outreach, demoing our technology to potential partners across large tech and media players, including Google, Amazon, Snapchat, Verizon, Blippar, and Facebook. The objective was simple: integrate our tech into their apps to connect offline and online experiences.
Common feedback was that the technology was compelling, but not on their current product roadmap—except for Facebook. In a late-2016 meeting with a Business Development Director, the conversation took a pivotal turn.
During a live demo, the director scanned a video on our app and immediately received actor- and moment-specific information. The director expressed a strong interest: “I need this.” The discussion then explored how this capability could support Facebook’s recently launched Watch platform by addressing copyright infringements and accelerating go-to-market plans through potential acquisition.
The M&A Process
Following the Facebook meeting, we identified a new avenue: copyright-infringement detection. Some content uploaded to platforms is altered to bypass detection. Our video-recognition technology, designed to identify videos from low-resolution inputs and without relying on audio, could spot tampered content. We demonstrated the ability to recognize multiple videos within a single frame, including rotated or mirrored content.
In 2017 the FOX partnership produced only middling results, and user engagement did not meet expectations. We learned that viewers needed substantial incentives to engage in scanning content, and FOX gradually lost interest.
Negotiations with Facebook began in February. They sought to test our technology at scale, initially without compensation, and we agreed to participate under NDAs and with openness about the technology’s mechanics.
Facebook conducted extensive trials—hundreds of hours—at a scale we had never achieved. The results were astonishing: 95% accuracy and 0.13% false positives, comparable to a leading industry standard. This was a proud moment, and I was moved by the team’s achievement.
Then reality set in. Facebook’s communications suggested a different narrative. A rejection email stated that while the results were solid, overall precision and the false-positive rate were insufficient to move forward. The message conveyed a sense of distance and finality, with a note about future opportunities.
The emotional impact was significant. After months of collaboration and many conversations, being told “no” in this way felt disheartening. The decision is not necessarily a reflection of our technology but rather internal metrics and processes that are not shared publicly. The end result was a quiet exit from the potential acquisition pathway, and Spotify-like symmetry with the broader industry’s decisions.
In the wake of the rejection, we learned that Facebook ultimately acquired Source3 to address similar needs. For us, this was a technical knockout rather than a strategic partnership.
A word to larger companies: if you’re saying no to a startup after extended collaboration, consider transparent, respectful communication. Even a brief meeting or call explaining general decision criteria can make a meaningful difference for a founder’s morale and ongoing relationship-building.
Closing the Chapter
After FOX’s engagement waned and investor discussions continued, we faced a challenging decision. Revenue remained unstable, and the path to profitability was not clear. We made the difficult choice to close the venture’s doors, marking the end of a journey that could have led to substantial success.
Lessons Learned
This roller-coaster ride yielded many insights. Here are the core takeaways:
- The line between success and failure is razor-thin. Clear, objective KPIs help align expectations across stakeholders.
- When being evaluated by customers, partners, or potential acquirers, define success metrics upfront to establish common ground.
- Diversify risk—don’t pin all hopes on a single deal or partner.
- Double down on what works: measure demand with data, not promises.
- Treat everyone with kindness. If you feel disrespected, step back, breathe, and respond thoughtfully. Time can restore perspective.
- Balance patience with persistence and maintain a sense of humor along the way.
Despite the setback, the experience didn’t end my entrepreneurial path. I’m starting anew, applying these lessons to a fresh venture with a more disciplined approach.
Would you like to dive deeper into any specific phase—fundraising, product pivots, or the Facebook engagement—and how those decisions shaped the outcome? I’m happy to share more details or answer questions. If you’re curious about my next steps, you can follow my ongoing journey for additional insights and updates.
