YouTube Packaging & A/B Testing

Luke AI

How Plaudium built the title and thumbnail system behind a 20–25 video a month sponsor pipeline.

Timeline

Aug 2026 — Present

Luke AI covers practical AI tools and developer workflows for a technical, builder-heavy audience.

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Total views since partnership

328.9K

5.49% avg CTR · 835.8K impressions

From 75 uploads, 1 Aug – 11 Oct 2026 · Max CTR 7.82%

Raise click-through rate without overstating what a sponsor tool does, while building a repeatable system that keeps pace with the monthly pipeline.

The Challenge

1A high release cadence of twenty to twenty-five sponsor videos a month, each needing its own hook.
2A wide sponsor roster, from creative AI tools to developer infrastructure, each needing a different pitch.
3Balancing a strong hook against technical accuracy, since claims had to match what the video actually showed.
4No consistent system for testing titles and thumbnails together, or learning from underperforming videos.

Objectives

Raise click-through rate without overstating what a sponsor tool actually does.
Build one consistent visual and verbal language across a wide range of sponsors.
Test every video, and use underperformers to improve the next one.
Support the monthly release cadence without the pipeline slowing down.

Our Strategy

01

Specific Over Generic

Titles built on numbers and concrete claims, like dollar contrasts, counts, and before/afters, rather than category language.

02

Complementary Pairing

Title and thumbnail never repeat the same claim. Each carries a different piece of the story, tested together as one unit.

03

Consistent Visual Logic

A fixed color and text system creates a recognizable language from video to video.

04

Systematic Testing

Every video runs a thumbnail or title test on publish, including the ones with no clear winner.

Results by Platform

YouTube

328.9K

Views

835.8K

Thumbnail impressions

5.49%

Avg. CTR

7.82%

Max CTR

75

Videos

75 videos published 1 Aug – 11 Oct 2026 · Avg. CTR weighted by impressions · Source: YouTube Studio

Performance Over Time

August → September

+67.1%

Thumbnail impressions

288.7K → 482.4K

+14.8%

Views

131.8K → 151.2K

+22.9%

Views per video

4.4K → 5.4K

5.68%

Avg. CTR

Up from 5.62%

Month publishedVideosViewsImpressionsAvg. CTR
August 202630
131.8K
288.7K5.62%
September 202628
151.2K
482.4K5.68%
October 2026Published 1–11 Oct17
45.8K
64.7K3.45%

Views and impressions are counted per video since publish, as of 11 Oct 2026, so later videos have had less time to build up. September grew despite that, and October is still accumulating.

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01 / 03

Work Examples

I Turned Airbnb Photos into a 3D Home with GPT-6 Astra + Blender

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Stop Wasting AI Video Credits With Higgsfield + Blender

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I Turned an Airbnb Listing Into a Cinematic Video With Claude

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Full case study coming soon

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