We ran both channels simultaneously for 3 devtool clients over Q3 2025. Same ICP, same campaign period, same budget split. Here's what the data actually shows — not what channel evangelists tell you.

3.8%
LinkedIn avg engagement rate
$38
YouTube avg CPA (trial)
$67
LinkedIn avg CPA (trial)

// When YouTube Wins

YouTube outperforms LinkedIn for: initial product discovery, tutorial-heavy content where showing is better than telling, tools with a strong "how it works" demo component, and audiences who learn by watching (backend developers, DevOps, infrastructure).

YouTube's compounding effect is real. A strong tutorial video drives signups for 18+ months. LinkedIn posts have a 48-72 hour half-life. For a pilot program, YouTube content gives you more long-tail value.

// When LinkedIn Wins

LinkedIn outperforms YouTube for: reaching senior decision-makers (VPs, CTOs, Heads of Growth), thought leadership that moves buying-group conversations, content that positions your tool in a competitive landscape, and B2B products where the buyer isn't the same as the daily user.

LinkedIn's average engagement rate of 3.8% from technical thought leaders significantly outperforms the 0.5% industry average. The audience on LinkedIn is smaller but more commercially valuable.

// The Winning Combination

For most devtool companies, the answer is: YouTube for trial volume, LinkedIn for deal velocity. Run a technical creator YouTube tutorial to drive trials, and have the same creator post a LinkedIn thread about the architecture decisions — that thread reaches the buyer's manager who's evaluating the tool. Two-channel, same creator, compounding signal.

Client C saw 38% of their YouTube trial sign-ups convert to paid within 90 days. 61% of their LinkedIn-influenced leads progressed to demo request. Different channels, different jobs, both necessary.

// Platform-Specific Recommendations

  • YouTube: Invest in 15–25 min tutorials. Short-form YouTube Shorts don't convert for devtools.
  • LinkedIn: Focus on text posts from credible engineers. Carousels and PDFs do well for comparison content.
  • Don't ignore newsletters: for AI/data and security audiences, niche newsletters often outperform both.
  • Discord/Slack: Great for validation stage (after discovery), not for top-of-funnel reach.