

Your Feedback about Youtube is pretty valid tbh. So yea no Idea on how to handle that problem but I just hope people like the platform enough to use it over Youtube. It worked for DreamingSpanish in the beginning (before they had premium videos) as well so it could also work for me. I guess we will see.
And yea the plan to enshitify overtime is not really something I wanna do. I just wanna over value at a reasonable price so people just don’t mind paying for the convenience. Also I don’t think is even a valid way if you don’t have VC money to burn.
And yes I saw DreamingSpanish changing to Dreaming.com & them offering French now but I think their business model is just different. They focus on extremely high Quality Content that they have control over & that makes them expand slower in to new languages. So for the meantime it should be fine.
About your two Ideas:
- Crowdsourcing Tags could be possible in the future for sure but also demands a lot of Moderation work from myself.
- Most relevant Tag Rankings: I’m not exactly sure what you mean with this? Do you mean inside the tag dropdown to show the ones people searched the most for / used the most? Or something completely different?
My Methodology rn is the following: I use a tool I created to scrape/download all the Video Information from a Channel that I want to Integrate into the platform. This data gets put into a google docs sheet & then let an LLM Model (n8n) run over all the data to change Title & Description. After that I manually Double check titles & descriptions. Now I assign tags & Difficulty and other internal values. Last step is importing the Google Sheet into my Platform.
I’m currently working on a fully integrated process inside my Admin tool to have less manual steps (copying back and forth, manual Import, etc.)





I’m was thinking about this. I have to see which of these platforms allow embedding. I know TikTok does & BilliBilli doesn’t but no idea about the rest.
I like this in general. I decided against the first point because it kinda overloads the UI a bit. Maybe if I find someone who can help me with design I can revisit this. The last part sounds like something I should do. Like ordering the Videos that have the tag by relevance sounds like a decent Idea.
Well yea a pure LLM approach would be for sure faster & scale easier but you just can’t trust AI output enough so you need supervision. I actually tried to get a general sense of the difficulty based on LLM output but that took me nowhere so I had to revert back to do it manually. Most of the time I use the Difficulty the Creator has set but a lot of the times there is no difficulty anywhere & thats where I have to evaluate it myself. This is actually the hardest part because I don’t speak a lot of the languages so I’m depended on friends helping me out there.
This is actually harder than you would think. I had the same Idea after my LLM approach & it turns out this is hard as shit. Even linguists that studied a language struggle with this. Also getting data set’s for the most common words might be easy for English, Spanish, etc. but not for the more obscure/rare ones. In my research I found a service that offers this for English but it’s still mostly for written words TextInspector. Having a transcript of spoken words makes it even harder because there is no punctuation & spoken word is not always correct or uses slang. Like this whole topic is extremly complex & creating the Datasets could be a whole business by itself.
Also I added a Watch Later feature. Feel free to check it out & tell me what you think about it.