ChatGPT can be used to turn a YouTube channel into a data-driven system. Competitor channels can be analyzed to find outlier videos that perform far above average, using evidence from titles, hooks, and topic angles. Successful hook patterns can be extracted by reviewing the first seconds of a creator’s highest view-to-subscriber videos, identifying structure, promises, and pattern interrupts. A hook library can then be built from multiple distinct hook formats tailored to the niche. These extracted patterns can be applied to new scripts so the opening line and topic angle match what already drives clicks and retention for the target audience.
"“Based on what you know about me, my business, and my audience, I want you to act as my YouTube strategist. I'm going to paste in three competitor channels and my own channel URL: [PASTE CHANNELS]. For each competitor, identify any video performing at ten times the channel's average views. These are outliers. For each outlier, extract the title structure, the likely hook style, the topic angle, and why you think it broke through. Then compare to my own recent videos and tell me which outlier angles I could own with my specific expertise. Ask for more detail if required.”"
"“Hooks are the first 20 seconds that decide whether the rest of your video gets watched. Founders obsess over production value when the opening line is doing ninety percent of the work. Your own best-performing videos already contain the hooks that work for your audience. Most people never go back and study them. But you can. Create your hook library for every script that follows.”"
"“Pull up my own content we've discussed. Identify the three videos of mine with the highest view-to-subscriber ratio. For each one, analyse the first 30 seconds of the video. What structure does it follow? What promise does it make? What pattern interrupt does it use? Then build me a hook library of seven distinct hook formats drawn from what works in my niche, with a one-line description of when to use each one and an example of how I coul”"
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