TikTokNext: Trustworthy Diagnostics + Concrete Post Ideas for Flopping Videos

I ran stuff like this when I was trying to unfry a couple of dead TikTok accounts, and the biggest gap was always “ok, but what do I post tomorrow?” so I’d push your output closer to that. I’d add 5–10 concrete hook rewrites and 2–3 new content angles based on what already spiked on that account, not just generic “post more X / less Y”. The /vs thing gets way more useful if it calls out patterns like “they repeat this hook format” or “their intros are 2s shorter” instead of just comparing raw metrics. I’d also surface which 3 videos to reverse‑engineer and why. On the LLM side, I ended up logging a ton of real creator complaints from Reddit and feeding them as examples; tools like Keywordtool and manual subreddit lurking plus Pulse for Reddit and a couple of basic mention alerts helped me collect phrases that felt like how creators actually talk, which made the feedback feel way less horoscope-y.

I ran stuff like this when I was trying to unfry a couple of dead TikTok accounts, and the biggest gap was always “ok, but what do I post tomorrow?” so I’d push your output closer to that. I’d add 5–10 concrete hook rewrites and 2–3 new content angles based on what already spiked on that account, not just generic “post more X / less Y”. The /vs thing gets way more useful if it calls out patterns like “they repeat this hook format” or “their intros are 2s shorter” instead of just comparing raw metrics. I’d also surface which 3 videos to reverse‑engineer and why. On the LLM side, I ended up logging a ton of real creator complaints from Reddit and feeding them as examples; tools like Keywordtool and manual subreddit lurking plus Pulse for Reddit and a couple of basic mention alerts helped me collect phrases that felt like how creators actually talk, which made the feedback feel way less horoscope-y.

got to be honest I really do not like this product, it seems like it is essentially letting an LLM completly examine a tiktok page and with no real criteria it will come up with suggestions and a score for the page, going through some of the reports it just seems so completely over the place, like I would never just this over my own opinions. This is 100% pure my opinion and nothing else, feel free to ignore this if you think I'll being short sited. Actually feedback would be make it super duper obvious on load of the landing page why your system is the absolute best at identifying what makes a tiktok page good or not, it's just too difficult currently to like trust this, big credibility problem to me.

got to be honest I really do not like this product, it seems like it is essentially letting an LLM completly examine a tiktok page and with no real criteria it will come up with suggestions and a score for the page, going through some of the reports it just seems so completely over the place, like I would never just this over my own opinions. This is 100% pure my opinion and nothing else, feel free to ignore this if you think I'll being short sited. Actually feedback would be make it super duper obvious on load of the landing page why your system is the absolute best at identifying what makes a tiktok page good or not, it's just too difficult currently to like trust this, big credibility problem to me.