u/Few-Poem-9978

This is a genuine question because I have this problem constantly.

I have a kind of idea bank, and when it comes time to produce, I don't really know which one to go with. Sometimes I go with the one I'm most excited about making, and sometimes with the one I think will perform best, but I don't have a clear criterion.

Do you use any system to prioritize? Or is it more by intuition?

I ask because I've started filtering by things like whether the idea has the potential to generate discussion, whether it's applicable to people without much prior knowledge of the topic, and whether I've seen something similar in another language that worked. And it seems to help, but I don't know if I'm over-analyzing.

This is a genuine question because I have this problem constantly.

I have a kind of idea bank, and when it comes time to produce, I don't really know which one to go with. Sometimes I go with the one I'm most excited about making, and sometimes with the one I think will perform best, but I don't have a clear criterion.

Do you use any system to prioritize? Or is it more by intuition?

I ask because I've started filtering by things like whether the idea has the potential to generate discussion, whether it's applicable to people without much prior knowledge of the topic, and whether I've seen something similar in another language that worked. And it seems to help, but I don't know if I'm over-analyzing.

[ Removed by Reddit on account of violating the content policy. ]

Every time I check Twitter or Reddit, I see founders and creators having the exact same argument:

"You need to post 3 times a day to beat the algorithm!" vs. "No, just post one masterpiece a week!"

After burning myself out trying to keep up with insane posting schedules, and then flatlining my metrics by posting too little, I realized we are having the wrong conversation entirely.

The debate shouldn't be about posting a lot vs. posting a little. Arbitrary numbers don't trigger the algorithm.

The real formula for exponential growth is actually: Strategic Volume + Content Architecture.

Here is what that actually means:

1. Strategic Volume (Stop improvising) Posting 3 times a day while improvising in front of the camera gives you linear, slow growth and ghost views. You shouldn't post to "hit a quota". You should post enough to gather data and stay relevant, but only when the core idea is validated.

2. Content Architecture (The real multiplier) This is where the magic happens. You can have the best idea in the world, but if you don't structure it, you lose. Instead of the classic amateur setup ("Hey guys, today I'm going to talk about..."), you need to engineer your retention. I started using an Inverted Retention Funnel: Front-load 100% of the value in the first millisecond, hit the pain point instantly, and maintain structural tension until the end.

Once I stopped treating content as a "numbers game" and started treating it as an architecture game, everything changed. Growth became predictable.

System beats luck. ⚙️🧠

I’m curious about your workflows. Are you guys still trying to hit a random quota of videos per week, or have you built an internal structure/system for your scripts?

[ Removed by Reddit on account of violating the content policy. ]

I was tired of writing scripts from scratch, doing empty trends, and praying to the algorithm. Gurus say volume is key. False. Today, volume just brings ghost views.

I analyzed agencies that actually scale and found they don't use magic; they use Content Architecture (specifically, the Inverted Retention Funnel).

• ❌ The amateur mistake: Starting with a greeting ("Hey guys...") or irrelevant context. If you give the viewer 3 seconds of doubt, their brain already scrolled.
• ✅ The fix: Hitting the niche's deepest pain point in millisecond one. Front-loading all the weight of the video, promising an immediate solution, and keeping structural tension until the end.

Applying this completely changed the game. I started growing by design, not luck.

But mapping this psychological structure manually for every single video took hours.

As a founder, I hated the manual work, so I automated it. I built an internal tool trained exclusively on content architecture. I just give it an idea, and it returns the script built with this inverted funnel and exact pacing in 10 seconds.

Going from doing this manually to having an automated system completely changed my workflow.

I'm curious about how other founders handle content creation. Are you guys mapping out your retention structures manually, or have you built internal systems/prompts to automate this process?

I was tired of writing scripts from scratch and praying to the algorithm. Gurus say volume is key. False. Today, volume just brings ghost views.

I analyzed agencies that actually scale and found they don't use magic; they use Content Architecture (specifically, the Inverted Retention Funnel).

• ❌ The amateur mistake: Starting with a greeting ("Hey guys..."). You lose 90% of your audience in 3 seconds.
• ✅ The fix: Hitting the niche's pain point in millisecond one. Front-loading the value and keeping structural tension until the end.

Applying this changed my retention completely. Growth by design, not luck. But mapping this psychological structure for every video took hours.

As a founder, I hated the manual work, so I automated it. I built a tool (Askcript) trained exclusively on content architecture. You give it an idea, and it returns the script built with this inverted funnel and exact pacing in 10 seconds.

I'm in the early beta phase and looking for brutal, honest feedback from other founders. I’m not dropping links to respect the sub's rules, but if anyone struggles with the blank page and wants to roast/test my app, let me know and I'll send you a DM.

Is anyone else here building tools for the creator economy? Would love to connect.

[ Removed by Reddit on account of violating the content policy. ]