Ideas to circumvent Bot Detection

vaxop23

Newbie
Joined
Oct 19, 2025
Messages
4
Reaction score
1
Everyone knows the Golden Goose is someone who can reliably create thousands of bots which can then go on hundreds of apps and do their bidding - from engagement, likes, comments, subscribes, upvote, you name it. The billion dollar idea if someone can figure it out reliably. The problem of course is that these companies have billions of dollars to spend and the most intelligent people fighting spam and bots. BUT - they have an achilles heel - they simply cannot be too strict with their rules or they will lock out 'real' people.

So - here are some thoughts I was brainstorming about beating the system. Because if you can control a few thousand phones, you can control the world. I see people advertising for $7 for a google review... imagine what owning 1000 phones (that look like real accounts) could do JUST for posting google reviews. Let alone the thousands of other applications and websites out there.

Ideas:

1) Build a bot that uses a robot / stylus instead of software such as UIAutomator/API in order to control hundreds of phones. Issue is I cant find a cheap solution, and it may be difficult with OCR to read the phone. Perhaps a partial solution where UIAutomator/SCRCopy is used to determine the elements on a screen, and then the hardware to interact with it.

2) Use low cost works in the Philippines to use the phone all day. The issue there is how can I translate the work done there to a phone located in the USA. Obviously if applications see that someone is connected from overseas the account will get limited or flagged in some way (either with GPS data, phone hardware data, cell connection, IP address, etc etc etc). Solutions may be to use AirDroid or something similar where workers can connect to a physical phone in the USA and control it that way. The worker will have a task of things to do so the account remains looking real (for example, spend an hour on TikTok, then an hour on Instagram, then an hour on Tinder, etc etc etc - and NOT spend 12 hours posting TikTok comments which would get flagged immediately)

Anyone with some actual experience on this - contact me. A little about me: I started programming 20+ years ago when Yahoo Chat was still big, and I made about $5000 a day - mostly on Yahoo Chat, MySpace (creating thousands of profiles), Youtube Comments (back in the day you could literally have 10,000 accounts and post 3 comments each making 30,000 comments a day). Then I went to medical school and I am coming back all these years later to a world that looks very different when I left. Back in my day, having thousands of accounts was the key - just buy proxies and make a program to build these accounts, and have someone from the Philippines do the CAPTCHAS. Now it seems having a FEW but high quality accounts is the key.

Lets make money yo.
 
you don't need physical devices for almost any of the popular platforms. you can reliably fake the fingerprints and combining it with mobile proxies is more than enough. it has to be done proper, but as you mentioned, these platforms cannot be too restrictive to make it overly inconvenient to use for regular people and that is to our advantage.
 
Back
Top