So here's my opinion on the subheading module.
I believe this is davinci-002 token + custom machine learning and natural language processing tricks applied by the owner.
I made a tool like this and it was just davinci-002 token. I had to spend 5 minutes to get an article in order. Here it is smooth and saves me a lot of headaches. Worth the price of 30 cents per 1500 word article.
Pros:
- one submission gives you 1500 words on average,
- you can use one submission to generate many short (and unrelated!) articles if you want,
- each heading / paragraph pair uses its own keywords, one keyword per heading is enough,
- repetition is rare with the keyword module, can't find it almost (the unique feature of this product),
- not much bullshit and paragraphs don't start with repetitive fluff,
- does much better job than extracting keywords with OpenAI and then using them in OpenAI prompts (tried it, the output on non-trained model many times looked like markov chains),
- much better than the one click title module (you pay the price for not doing keyword extraction).
So find a good article on the internet, extract keywords using your best technique and use it inside of AutoBlogging. You can also use common sense. The module seems to follow common sense, as for AI it's really good.
Cons:
- it gives you a paragraph you might consider useless and you can't ask to replace it with a normal heading + paragraph pair, it goes like this "Welcome to my blog! Here I'll be sharing my experiences as a student studying abroad in USA, as well as discussing various topics related to software companies and international business. I hope you find my insights useful and entertaining!",
- can't go for 10 custom articles and create a long queue of articles in the subheading module, you can only send 10 articles using titles, but the title module doesn't let you control much.
I will report if I find any issues and possible improvements in the future.