Why do signup flows break even with realistic browser automation (e.g., Upwork)?

[jasonalava1024]

I’ve noticed that even when automation mimics human timing closely, signup flows on platforms like Upwork still fail.
At what stage do platforms usually invalidate sessions - client-side, server-side, or post-creation review?

 

[theusualkeysersoze]

I’ve noticed ...

Platforms rarely invalidate signups purely client side unless signals are blatantly synthetic.
Most failures occur serverside through session integrity checks and identity graph correlation, with final invalidation often happening during postcreation async reviews.
Human-like timing alone is not sufficient if transport fingerprints, IP history, or device clusters do not look like organic user baselines.

A proper undetectable bot is not easy to make, typing as human is 50loc max if ypu roll your own and every anti detect has type as human, only linkenshperes is dumb, so yeah, your problem is definitely not the type as human part, it's something else

 

[jasonalava1024]

Platforms rarely invalidate signups purely client side unless signals are blatantly synthetic.
Most failures occur serverside through session integrity checks and identity graph correlation, with final invalidation often happening during postcreation async reviews.
Human-like timing alone is not sufficient if transport fingerprints, IP history, or device clusters do not look like organic user baselines.

A proper undetectable bot is not easy to make, typing as human is 50loc max if ypu roll your own and every anti detect has type as human, only linkenshperes is dumb, so yeah, your problem is definitely not the type as human part, it's something else

Yeah, it makes sense.
Have you ever tried to build that kinda bot?

 

[theusualkeysersoze]

Yeah, it makes sense.
Have you ever tried to build that kinda bot?

I am building them all the time

 

[jasonalava1024]

I am building them all the time

View attachment 498725

But I think upwork is special...They have their own strong anti-bot system...
Very strong.

 

[theusualkeysersoze]

But I think upwork is special...They have their own strong anti-bot system...
Very strong.

Many sites have very strong anti bot and anti detect measures, that's how it is. Mine survives LinkedIn, but as soon personal and payment information is required, it gets very complicated and expensive to do.

 

[jasonalava1024]

Many sites have very strong anti bot and anti detect measures, that's how it is. Mine survives LinkedIn, but as soon personal and payment information is required, it gets very complicated and expensive to do.

Do you have experience with upwork site?

 

[theusualkeysersoze]

Do you have experience with upwork site?

Not from a bot perspective, I'd have to check what they require to sign up and good their anti detect measures are.

They eventually have a kyc layer, this is where external factors start to count.

But what I do have I experience the bots login into gmails, swapping tabs, opening emails, that is a pretty decent standard, if you get around Google, your bot is pretty solid.

But for project evaluations, you'd have to start a HAF or WTB thread, else the mods will nuke this.

You can get around any ones websites measures(apps not so much) the question is how expensive it is. They never wanna block multi accounting outright, they wanna make it expensive and they fear false positives.

 

[jasonalava1024]

Not from a bot perspective, I'd have to check what they require to sign up and good their anti detect measures are.

They eventually have a kyc layer, this is where external factors start to count.

But what I do have I experience the bots login into gmails, swapping tabs, opening emails, that is a pretty decent standard, if you get around Google, your bot is pretty solid.

But for project evaluations, you'd have to start a HAF or WTB thread, else the mods will nuke this.

You can get around any ones websites measures(apps not so much) the question is how expensive it is. They never wanna block multi accounting outright, they wanna make it expensive and they fear false positives.

HAF or WTB?

 

[theusualkeysersoze]

HAF or WTB?

I believe either will do, mate, then just send me the link via DM