Yo, I went through this last year and honestly... it was such a headache. I totally feel u on the OpenAI GPT-4 loop where it just starts repeating itself after a while. I actually wasted a ton of money on Jasper AI thinking the 'long-form assistant' would be a magic fix, but unfortunately, it felt like I was just paying a huge premium for a fancy interface on top of the same logic. Lately, I’ve been comparing Agility Writer vs KoalaWriter for my long-form stuff. I’m still kinda new to this, but Agility Writer actually handles those massive 3,000-word guides way better because it forces u to build a multi-level outline first. It doesn’t just 'hallucinate' to fill space as much as raw models do. Ngl, KoalaWriter is easier to use, but Agility feels more like it follows the technical structure u actually want. I still have to edit a bit, but it’s way less 'babysitting' than just using the raw models! anyway gl with the blog

TL;DR: Anthropic Claude 3.5 Sonnet is SO much better for $20/mo. Tbh its more coherent for ur long-form than GPT-4 and way cheaper than Jasper AI. It works for 3k word guides. GL!

> "ensuring the AI doesn't start hallucinating facts just to fill space." You might want to consider KoalaWriter for structured blogs, but definitely be careful and verify the sources... hallucinations can realy ruin your credibility if you aren't watching!! gl

I've been digging into the market research for these platforms and reading up on their underlying architecture because I love the data side of this stuff!!! Even though I'm still kinda new to writing long-form blogs myself, I've noticed a couple of brands that are trying different things than just the standard GPT wrappers.

• Katteb: They use a specific fact-checking engine that is supposed to cross-reference data in real-time. It is basically built to stop hallucinations, which sounds like exactly what you need for those deep dives. The downside is that the interface is a bit confusing for beginners.
• Writesonic: This one is a big player in the market and they have a dedicated long-form mode that builds the article in stages. It seems to help with that repetition problem by locking in the structure first. But like, the costs can really add up if you're doing 3,000 word pieces every week. I'm still trying to figure out if the extra cost is actually worth the specialized logic or if it is just marketing hype, but these two definitely have different technical approaches than the ones you've tried so far. Good luck with the blog!!!

Checking back on this thread and honestly, im in the exact same boat as you. Ive been trying to automate my 3,000 word technical guides for months now and it's just been one disappointment after another. I tried setting up complex chains with the OpenAI GPT-4o API and even messed around with Anthropic Claude 3.5 Sonnet on a custom bench, but the logic always falls apart or the tone shifts halfway through. Its super frustrating because i really thought the larger context windows would solve the 'forgetting' issue by now. Unfortunately, even the dedicated tools like Writesonic or Anyword seem to just put a pretty face on a problem they havent actually solved under the hood yet. I still havent found a workflow that doesnt require hours of manual stitching and it's honestly exhausting... really hoping someone here actually has a real fix because im struggling just as much as you are.

> I’m still find myself spending hours 'babysitting' the output and stitching sections together manually. Just saw this and honestly, you gotta stop using the basic chat windows for 3k word stuff. It never works long-term. If you want to keep your sanity, I would suggest trying Writesonic AI Article Writer 6.0. It lets you upload a specific brand voice file and a very detailed outline before it even starts. I've used it for technical guides and it stays on track way better than raw GPT-4. Just make sure to use the factual reference feature to pull from specific URLs, otherwise any AI will eventually start hallucinating when it runs out of steam. It's usually about $20 a month for the Writesonic Individual Plan if you want the high-quality generations. Just be careful with the 'one-click' options tho... you still need to verify the data points, but the structure holds up much better.

Can confirm this works. Did the same thing on mine and its been solid ever since.

Interested in this too

Re: "Can confirm this works. Did the same thing..." - honestly sticking to a rigid workflow is the only way to keep your sanity when the word count hits 3k. Like others said, the raw chat windows just arent built for that kind of memory. I would suggest being careful with those all-in-one tools tho. Ive noticed some major compatibility headaches where the formatting breaks or the tone settings just ignore your instructions halfway through. If you want a more pro setup without the massive price tag, you might want to consider:

• Using Perplexity Pro to gather your facts first. Its way more reliable for citations than GPT-4.
• Feeding those facts into Frase SEO Content Tool for the actual drafting. It handles long outlines way better because it keeps the context focused on specific SERP data.
• Just be careful with the auto-write buttons. They usually sound like a robot wrote them after five paragraphs. Make sure to test how these export to your specific site too. Some of them add a ton of messy HTML that takes forever to clean up in WordPress or Webflow... which basically defeats the purpose of saving time lol.