How DevToolsAcademy helped Oumi turn a LinkedIn launch into a movement
Executive summary
This case study details the strategic approach and successful execution of a virality-focused campaign designed to support Oumi's launch on LinkedIn. By concentrating solely on organic reach and audience engagement, we achieved significant visibility and established a strong foundational presence for Oumi.
The challenge
The AI space on LinkedIn is incredibly loud. Every day, companies post launch videos, but most of them get ignored and just disappear into the feed.
Oumi had a quality product and a strong launch video, yet they faced the challenge of cutting through the clutter to generate genuine discussion. Simply posting the video wasn't sufficient. Their goal was to ensure a critical mass of the right people were ready to engage the moment the video went live, thereby fueling the conversation. Our role was to guarantee the target audience was present and paying attention.
Our strategy
Our strategy wasn't about trying to game the algorithm or force a viral moment. Our single focus was to orchestrate a genuine industry conversation.
We recognized that Oumi's launch video was compelling, but it needed an initial "push" to gain momentum. Our role was to act as the catalyst for this distribution. We accomplished this by aligning a network of over 85 independent creators on LinkedIn — all actual AI professionals — to engage with the post immediately upon launch.
This activation was executed with a few key principles:
- Focus on quality, not just volume. We bypassed generic "good job" comments and prompted creators to share their honest, expert opinions on how Oumi simplifies the model-building process.
- Signal relevance to the algorithm. Because the interactions came from credible voices in the AI space, the LinkedIn algorithm registered the post as a significant conversation worth promoting — not just an ad.
- The organic snowball effect. By seeding the comment section with early, high-quality, thoughtful discussion, we encouraged broader user participation. Sustained engagement pushed the post to a much wider audience, fostering natural community growth.
Execution highlights
The campaign ran on 31 March 2026, focused on highly specific, text-heavy posts.
We didn't just "post a link" in a group chat and hope for the best — we treated the engagement like a coordinated event:
- Curating the right voices. We vetted 85+ creators who actually live and work in the AI space. We wanted people whose opinions carry weight, not just large follower counts.
- Encouraging real debate. We stayed away from generic "Great post!" comments and asked creators to share their actual thoughts on the product's interface and the problem Oumi was solving. The comment section read like a roundtable, not a marketing echo chamber.
- The "big bang" launch. We synchronized timing so creators engaged with the post during the critical window right after it went live, creating a sudden surge of thoughtful, high-intent activity the LinkedIn algorithm couldn't ignore.
By handling the logistics behind the scenes, we let Oumi's team focus on what they do best — building the product — while we made sure the right crowd was there to see it.
Results & impact
The launch drove high visibility and a significant industry conversation. By strategically engaging a network of key creators, we placed the post directly in front of the most relevant professionals, sparking genuine engagement.
- Active discussion. With 631+ comments, the post functioned as an industry roundtable, prompting developers, potential clients and peers to debate the technology and ask critical questions.
- Widespread distribution. 269+ reposts demonstrate the community's trust — they willingly distributed Oumi's brand far beyond its owned network.
- Professional approval. 782+ reactions signify active engagement and approval from industry professionals, moving well beyond passive consumption.

“Launching in the AI space is crowded and loud. We had the tech, but we needed the distribution. DevToolsAcademy was the bridge. They didn't use spammy tactics; they tapped into a network of real, credible voices who actually understand what we're building. Watching the comment section turn into a deep-dive discussion on day one was exactly the social proof we needed. I can't recommend them enough for any technical team that wants to stop shouting into the void and start building a real audience.”
Manos — Founder, Oumi
