Hey there,
When investing in a new stock I didn't know much about one of the first things I did was browse social media to get a sense of what peoples stance is towards the company. This also involved looking at a bunch of writeups and theses from retail investors.
However this got on my nerves pretty quickly as I'd spend hours trying to filter out anything useful from the firehose of information that was hitting me.
I therefore built a tool to try and fix this problem for me. You enter any ticker/stock and it scrapes Reddit & Seeking Alpha for theses and discussions about the stock. It then starts analyzing the information: assigning sentiment & evaluating validity. In the end it generates a full Analysis displaying a sentiment score from 1-100 and some of the most releant bearish & bullish theses assigned directly to criticism of other investors. You can therefore see theses and directly see valid criticisms that might apply to them directly linked to sources so you can get more context.
https://preview.redd.it/x1hph6a0jybg1.png?width=2752&format=png&auto=webp&s=561ea3df5ae5e4e7a1802e664da8314334308237
The tool is called Episteme you can check it out at [https://episteme.cloud](https://episteme.cloud)
I'm not trying to sell/promote anything here the whole project is \[open source\](https://github.com/amstrdm/episteme). But I'd love for you to check it out and let me know what you think.
It's still rough around the edges here and there but I'd like to know if you would find something like this useful. What are your thoughts? If I see enough positive feedback I'll get to adding more features & polishing it up further (more sources, better structuring & visualizing, improving AI etc.).
if you like the project I'd be very thankful if you could star the project on github: [https://github.com/amstrdm/episteme](https://github.com/amstrdm/episteme)
Costs are currently going from my own wallet so generating new analysis might get blocked at some point in which case you can check out some bigger stocks like Google/Apple.