Do you use it in any special way? For example, do you just use one prompt and lump everything in there or you use a few prompts or you do the article one section at a time?
I do use single prompt but in that case it is usually a very detailed multi-line prompt. I also use assessor scripts to weed at scale. You can't weed manually when you have 1,000 videos going out in a day.
Long story short last year I made a virtual focus group script based on Frank Luntz's work. I tested it on some of Lisa Parziale's video titles. It was amazingly good but way too expensive to run because the personnas are huge. With Deepseek I might be able to bring it back, I'll try it this week.
Anyhow the assessor scripts were a bi-product of that cost failure. Simple scripts that attempt to spot duds, errors, or just generally isolate "only the most engaging content".
I also stack scripts. I love to stack scripts. Keep feeding your outputs back in with new modifiers until the end product is truly quality and original. Ask it to write something in an author's style, then re-write it in another author's style, every time you repeat this step you get further away from the original but in a guided flow rather than pure gen. In pure gen you are getting pure probabilities, in a re-write those probabilities are being shaped by the content.
How many of your favorite songs have co-writer credits? It works.
To be clear it depends on application. For certain product videos I might only say "summarize this" because GPT knows a lot about them. One client is a military antiques dealer, GPT has profound and detailed knowledge on all their items — even the very obscure ones. It always has. So possibly GPT was originally trained on a corpus including military history. I did thousands of military history book reviews, GPT knew them all. That made it easy.
So when it's something easy and fact-based use the smallest prompt possible, when it's something designed to get humans to engage emotionally, be more detailed or stack.
The other issue is uniqueness. If you tell it "give me 10 videos about lawn care" it might give you these 5 ideas that are essentially identical:
- "Lawn Care Made Easy: Your Step-by-Step Guide to a Lush Green Yard"
- "The Beginner’s Guide to Lawn Care: Tips for a Healthier, Greener Lawn"
- "Lawn Care Basics: Everything You Need to Know for a Perfect Yard"
- "Mastering Lawn Care: The Essential Guide to Thick, Green Grass"
- "Lawn Care for Beginners: How to Grow the Perfect Lawn from Scratch"
To avoid this I would add a uniquess requirement to the prompt. So instead of "give me 10" I might say "Give me 10 that each cover one important aspect" or whatever, or even guide it more, i.e. "Give me 10 that each over one important aspect, be sure to emphasize customer benefits and satisfaction", etc.
Visualize what you want to yield, imagine the roadblocks AI would have, then prevent them in your prompt.
Last point would be factor diversity, getting it to generate HTML that includes a wide range of elements to maximize on page diversity. So I might give specific formatting direction like "include at least one bullet list and bold all the keywords" or whatever. In other words give thought to ways you can add SEO value within the structure.
If I think of more I will post, feel free to ask more questions, always happy to share. Cheers.