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Case study

A YouTube operator went from days of research to hours.

Industry: YouTube channel (competitive niche) · Geography: US · Scale: Creator business

Before → build → after

Before

Days

of research per video

After

Days → hrs

research-to-script cycle

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The challenge

Deciding what to make meant days of research, and scripting ate days more. Output was throttled by the slowest part of the process.

What we built

A system that surfaces the best-performing videos in the niche, lets the operator pick the angle, then generates a full script, turning a multi-day cycle into an afternoon.

The results

Days → hrs

research-to-script cycle

Data-led

angle selection

Full scripts

generated on demand

Next step

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Book a 15-minute scoping call. We'll tell you what's possible for your business.

Response time

Within 1 business day

Coverage

USA · UK · EU

Team

15 people · 10 engineers

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