A question. How do bots like Soul scanner do the analysis if token contract is not visible.

Yes i am a NOOB. * Disclaimer for the Rage against Noob fanboys.

are patterns picked up via byte code? is it onchain analysis, ie just reading the same stats we can see on Solscan?

Why am i asking? I’m trying to code something on Solana that can go a little further, something like an open source DB for rug scam pull references, that AI can learn from to better detect these for traders. Including the volume bot transactions, the Dev / creator traces to transfers after rug etc etc.

just research for now and documentation, but want to test some code to see if its possible to take the fight to scammers better