The Ledger
Every statement that passed quotation and attribution checks. Mix any filter with any other: certainty 1/5, debate potential 5/5, or both at once.
why aren't all 12 resolved? a statement only gets an assessment when the public record can support or contradict it. opinions and what-ifs never can, and 0 checkable ones are still open, waiting for their date. predictions held up or didn't; assertions are supported or contradicted. on every card: ▮▮▮▮▮ certainty · ▮▮▮▮▮ debate potential. speakers are clickable
Park: Sponsoring fresh accounts beats sponsoring 1M-subscriber YouTubers
“I would unironically sponsor a fresh account made this week versus a YouTuber with a million subs if they had similar views, and I don't even think it's a controversial opinion.”
Park: Short-form creator follower count does not matter if views are equal
“If you have somebody that you know creates good content that's getting similar views, like let's say, MengMingduck has 300 K followers, and then there's like, MengMingBear over here that has 20 K followers, and they both have similar views, you know, like you …”
Park: Social algorithms reward posting similar video formats five times daily
“I've seen competitors That really just crank it out, like, five videos a day. I didn't believe that this possibly could be rewarded by the algorithm. Like, how could you possibly want accounts? Like, why would you reward accounts posting the same videos, like,…”
Park: Follower count matters for outreach credibility, not content reach
“That's maybe the only thing left that's, like, actually helpful with follower numbers is, like, if you want to talk with other creators or if you want to, like, do outreach like this. Otherwise, the follower's number doesn't really matter that much in terms of…”
Park: Direct ads convert better than subtle influencer integrations despite fewer views
“When in doubt, also don't be afraid of your video. Looking like a straight up ad. Even if it gets less views, it's will convert better.”
Park: SEO and paid ads are early-stage traps
“The reason that I put SEO and paid ads at the end is I kind of feel like in many ways they're both a trap. When you're an early stage entrepreneur, you want really fast inner cycles, right? So you want, like, you want to be able to test something, see if it re…”
Park: Monthly Churn for B2C AI Apps Typically Sits at 30-40%
“I'll just say like one open secret about AI tools. These BTC apps is like the churn can be insane, right? Like you'd have 50% monthly churn. That's like not unheard of. 40% to 30%. That's like kind of normal. And then, you know, 20%
It's like, if you're reall…”
Park: Creators readily accept daily posting on new dedicated accounts
“You can never convince someone to make You know, 30 ads, 30 sponsored posts on their main account. It's, like, very difficult to kind of convince them to do that, but creating a new account with 30 videos, one video a day, on a new account, it's like it's, it …”
Park: Sponsoring Creators Surfaced by the Algorithm Protects Against Sponsorship Duds
“But if you sponsor somebody because they appeared on your For You page when you're not following them, you know this person, at the very least, has the capacity to be pushed to non-follower accounts to be, you know that they'll take us trying to push and test …”
Park: Deviating from an influencer's standard video format ruins retention and conversion
“When it comes to posting content you can't use like a one-size-fits-all strategy for all the partnerships, because every influencer has cultivated their own people that love them for what they post. So your sponsored content can't deviate too far from it, or e…”
Park: TikTok campaigns boost SEO authority by driving branded Google searches
“The good part about if you do the influencer and UGC first is that very few people actually actually click the link when you, when they see your content on TikTok. So they don't actually say, oh, wow, Jenny, so interesting, and then go to the video, go, leave …”
Park: Train Dedicated Social Accounts to Automatically Source Niche Influencers
“Like it's a great way to find influencers, and I don't know too many people that do it, is once you have a list of influencers you could create a new Instagram or TikTok account, manually follow all these influences. You don't follow anybody else. You manually…”