Inside US-based “phone farms”, where people use dozens or hundreds of smartphones to fabricate engagements with ads and generate some disposable income
This story sits at the human end of a fraud spectrum VICE and other outlets have been mapping for years. The industrialized version came first: investigators found 125+ Android apps in one ad-fraud network installed an estimated 115M+ times, and researchers later documented fraudsters spoofing roughly 650M ad placements per day by infecting about a million mobile devices with software that faked streaming apps.
What Joseph Cox's reporting adds is the manual tier — US-based individuals running dozens or hundreds of phones by hand to fabricate engagements for pocket money rather than criminal-scale revenue. It's the same arbitrage between what advertisers pay per engagement and what a fake engagement costs, just with thumbs instead of malware.
First-order effects
Advertisers buying cost-per-click or cost-per-install inventory are paying real money for engagement that is physically performed on racks of smartphones, so campaign metrics are inflated even when no code is compromised.
The farm operators themselves convert cheap hardware into disposable income, proving the scheme works at hobbyist scale without any of the infrastructure behind the app-network frauds.
Second-order effects
Fraud-detection vendors get a harder problem: device fingerprints look legitimate because the taps are human, pushing detection toward behavioral patterns and physical signals rather than bot signatures that caught earlier schemes.
If engagement-based pricing keeps funding both botnets and phone farms, advertisers face pressure to reweight spend toward channels where supply can be verified, and the industry drifts toward treating any unverified human-attention signal as suspect.
A broader labor-market pattern emerges: fabricating digital signals — clicks, chats, reviews, identities — becomes a real income source for low-wage workers, blurring the line between fraud operation and gig work.
The trend: Ad fraud is bifurcating between automated botnets and human-operated fabrication like phone farms, forcing the ad ecosystem to price verified engagement over raw volume.
But after phone farming's ~$2,000 a month highs, there's been a dip. Some people are just making $10 a day. The cause is at least in part allegedly advertisers cracking down, not wanting their ads to end up on the attention-less screen of a phone farm https://www.vice.com/... pi…
In a world where automation increasingly takes jobs from real people, it's sorta gratifying to see that online ad fraud is a field where humans have been managing to claw back some jobs that were being done perfectly well by automation for years and years. https://www.vice.com/..…
Some people are making ~$2,000 a month running armies of phones in their bedroom, basement, garage. It's similar to the massive phone farms that always go viral in China, but on a smaller scale in America. Spoke to over half a dozen American phone farmers https://www.vice.com/...…
New: I spoke to the ordinary Americans who are running phone farms of ~hundreds of phones to commit ad fraud, generate money for food, household items, diapers. “I [would] much rather be doing this than playing taxi, or delivering food for extra money.” https://www.vice.com/...
There have been phone farms in China for years. But this is the first I've heard of phone farms in the States. Sort of worrying if the economics have tipped to the point where this is viable there? https://www.vice.com/...
The cool thing is that people are automating and monetizing the attention economy to pay for diapers because America is a failed state and advertising rules everything around me https://www.vice.com/... pic.twitter.com/iqH6Pd7O9U
“'Phone farming just sucked me in,' one farmer, who goes by the handle Goat_City and runs about 100 phones in Virginia, told Motherboard in an online chat.” https://twitter.com/...
Phone farmers set up phones to “watch” videos and whatnot while getting paid micropennies a view, which is a) one way some folks are affording essentials like diapers and b) a reminder that audience numbers are never real https://www.vice.com/...
Americans are harvesting fake views on netflix trailers with phone farms to game the attention economy in order go buy diapers. We are doing great. https://www.vice.com/...
We also built our own (small) phone farm. Got some used Androids off eBay; used one app popular with farmers. I set them mostly to defraud Netflix trailers. For each trailer, I got some digital points that can be exchanged for $. Didn't make much though. https://www.vice.com/... …