You can get top 3 stories per day on Hacker News, which is aggregates posts based on community votes but how does your service determine top posts for a news website for example - Wall Street Journal or Bloomberg?
Your product's design is really cool, great job on it.
If the website has no RSS Feeds, it scrapes the website and gives you the articles (if it can guess what are articles, otherwise, just gives you the link to the website — in this situation it’s more helping you create a habit to only visit that website once per day, and if you tell me which website it is, I can go in and tweak the logic for it).
I've actually reposted this a couple times since I thought it was interesting and it never gained traction, so at this point I don't remember for sure how I originally came across it. A quick search shows this page has the same link and some more info: http://www.scmessinacapital.com/blog/2015/04/where-can-i-see...
So I suppose the context was probably that I had just watched The Big Short and was reading up on the topic some more haha.
In their defence, it's unlikely that the situation would have been much different without Twitter. There are plenty of other ways for narcissists to micro-publish on the Internet.
Yes, sell side analysts expectations are basically expectations of the big participants in the market unless there is disclosure / news from the company or price action on the stock that can influence the outlook.
The estimates are just absurdly wrong though. Ask any investor and most will just laugh at those estimates. 99% of estimates for all companies haven’t dramatically been decreased yet. So I would take these estimates with a grain of salt.
Your product's design is really cool, great job on it.