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Case Study X / Twitter AI / Dev Tools

Superapp: 3M+ Views on X with 34 Creators and $7.81 CPM

How we ran a creator-led X/Twitter campaign for an AI app builder, generating 3M+ impressions across two cycles while cutting CPM by 59% from Cycle 1 to Cycle 2.

3M+
Total Views on X
$7.81
Cycle 2 CPM
34
Active Creators
2.4x
View Growth Cycle 2 vs 1

The Client

Superapp.com is a vibe-coding / AI app builder that lets anyone create iOS apps without writing code. Their target audience is app founders, indie hackers, and technical builders — the same developer-creator community that lives on X/Twitter. They needed a way to reach this audience at scale with authentic, native content rather than traditional ads.

The Challenge

The vibe-coding space is heating up fast. AI app builders, no-code tools, and AI-assisted development platforms are all competing for the same audience of builders and indie hackers on X. Superapp needed to cut through the noise with content that felt native to the developer community — not promotional, not salesy, but genuinely useful and engaging.

X/Twitter is a fundamentally different platform than TikTok or Instagram. The audience is more skeptical, more technical, and can sniff out inauthentic promotion instantly. What works is authentic creator voices sharing real experiences, build logs, and tutorials — not polished ad copy. We needed to recruit creators who actually speak this language and can demonstrate the product organically.

Our Approach

Two-Cycle Campaign Structure

We ran two back-to-back cycles, using Cycle 1 as a calibration phase to identify which creators and content formats resonated most with the dev/builder audience, then doubled down on top performers in Cycle 2.

Creator Recruitment & Curation

We sourced and activated 34 creators — 25 actively posting, 9 onboarding for future cycles. Each creator was hand-picked from the indie hacker, developer, and AI builder community on X. We prioritized accounts with genuine engagement in tech/dev conversations, not just follower counts. This audience-first approach is central to our X/Twitter influencer marketing strategy.

Content Strategy: Show, Don't Tell

We briefed creators to demonstrate Superapp by actually building apps with it — screen recordings, build threads, "I just built X in 10 minutes" style content. This approach leveraged the inherent virality of "vibe coding" content while keeping it authentic to how the dev community already shares on X.

Aggressive Optimization Between Cycles

After Cycle 1 delivered 647K views at a $18.93 CPM, we analyzed every creator and every post. We cut underperformers, increased budgets for top creators, and refined content briefs based on what generated the most engagement. The result: Cycle 2 delivered 1.57M views at $7.81 CPM — a 59% CPM reduction and 2.4x view growth.

Results

Metric Result
Total Views 2,215,028
Tweets Published 96 published + 71 scheduled
Active Creators 34 (25 posting, 9 onboarding)
Blended CPM $11.07
Cycle 1 CPM $18.93 (calibration)
Cycle 2 CPM $7.81
Total Bookmarks 3,543
Total Likes 3,475
Total Retweets 571
Cycle 2 vs Cycle 1 2.4x view growth

Top Performing Posts

Here's a selection of creator posts that drove strong engagement across the campaign:

Key Takeaways

The calibration-then-scale model works on X. By intentionally using Cycle 1 as a testing phase, we identified which creator profiles and content formats resonated with the dev/builder audience. This let us reallocate budget aggressively in Cycle 2, cutting CPM from $18.93 to $7.81 — a 59% improvement — while growing views 2.4x.

Bookmarks are the real signal on X. With 3,543 bookmarks across the campaign, the content was hitting the right note. On X, bookmarks indicate genuine intent — people saving content to reference later. For a developer tool, this is the strongest engagement signal you can get, far more meaningful than likes or retweets.

Developer communities require native voices. Generic influencer content would have flopped in this niche. By recruiting creators who were already active in the indie hacker and AI builder space, every post felt like organic conversation rather than paid promotion. The audience engaged because the content was genuinely useful — build tutorials, app demos, and real experiences with the product.

X is underpriced for B2B/developer audiences. A $7.81 CPM for reaching app founders and technical builders on X is significantly cheaper than LinkedIn ads, Google Search, or even niche podcast sponsorships for the same audience. The platform remains one of the most efficient channels for reaching developer and builder audiences at scale.

Want to run a creator campaign on X for your product? Schedule a free strategy call and we'll map out your growth path.

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