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Chronicles

The story behind the story

days · browse · Enter similar · o open

Sources detail Citizen's efforts to cash in on vigilantism, including flooding users with notifications to make them anxious enough to buy its premium service

Internal documents, messages, and roadmaps show how crime app Citizen is pushing the boundary of what a private, app-enabled vigilante force may be capable of.

VICE Joseph Cox

Context & Ripple Effects

Citizen has spent two years circling the same question: how to turn a free crime-alert network into revenue. Coverage of its surge during the BLM protests already flagged the company 'pondering monetization' while tweaking a service whose social layer was adding to a climate of fear — and today's reporting answers how it chose to do it, with internal documents showing notifications tuned to manufacture the anxiety that premium tiers convert into subscriptions.

The timing compounds an existing credibility problem. Just days earlier, a Citizen host falsely accused a man of arson to roughly 860K users, dangling $30K for information before the company admitted the mistake. Leaked emails also show Citizen testing an on-demand private security service that responds where users request it — meaning the alert pipeline, the bounty-style broadcasts, and a paid response force are converging into one product.

First-order effects

  • Users in Citizen's NYC, SF Bay Area, Baltimore, and LA coverage areas now sit at the end of a notification funnel explicitly designed to heighten perceived danger, with safety information functioning as the upsell for premium subscriptions.
  • The company is simultaneously operating a broadcast system that has already misfired publicly — the arson accusation — while expanding toward a paid private-response service, so its error rate becomes a direct product-safety liability rather than a content-moderation footnote.

Second-order effects

  • Competitors and adjacent players in consumer safety apps face pressure to match engagement-driven notification volume, since Citizen's model rewards frequency of alerts over accuracy — a race to the bottom on alarm fatigue across the category.
  • If the on-demand security service scales, private responders dispatched by user reports will operate alongside police in the same incidents, forcing cities to decide what accountability applies to a vigilante force one app can summon.

Third-order effects

  • A structural template emerges where fear itself is the monetizable asset: platforms profit by amplifying perceived threat, then selling relief from it — an incentive structure regulators have not yet built a framework to touch.
  • Private, app-coordinated response forces could normalize a two-tier safety market in which paid subscribers get faster protection, shifting policing-adjacent power from public institutions to whoever owns the alert network.

The trend: Consumer safety apps are evolving from passive crime scanners into paid private-security platforms whose business models depend on amplifying the very fear they claim to relieve.

Discussion

  • @jason_koebler Jason Koebler on x
    SCOOP: We have everything that happened at Citizen when it put a bounty on an innocent man's head. Internal comms before, during, and after. Some of the wildest behavior I have ever seen in my entire life: https://www.vice.com/...
  • @caseynewton Casey Newton on x
    Citizen is a truly depraved company https://t.co/d1Wm0cspyG
  • @mountain_goats @mountain_goats on x
    just spitballing here but maybe crowdsourcing and livetstreaming absolutely everything is...bad? As in “not good” https://twitter.com/...
  • @jayrosen_nyu Jay Rosen on x
    Just an incredible story of local crime app https://citizen.com/ gone beserk. https://www.vice.com/...
  • @narcomania Max Daly on x
    Fantastic story exposing a bunch of greedy dystopian idiots, aka those running the crime ‘safety’ app, Citizen. Truly Orwellian https://twitter.com/...
  • @david_j_roth David Roth on x
    Really incredible how every story about Citizen is an order of magnitude more dystopian than the last. This is their in-house streaming news show talking to the app's users about a guy who did NOT start a wildfire. They spent hours saying he did. https://www.vice.com/... https://…
  • @groundgamela Ground Game LA on x
    This dangerous and fearmongering app needs to be torn out at the root. https://twitter.com/...
  • @metalgearobama @metalgearobama on x
    App that profits from your anxiety wants you anxious and fearful at all times. Shocking https://twitter.com/...
  • @johndiesattheen Jason Pargin on x
    I have a lot of notes for a third Zoey book if the publisher wants one, but I have to say, it's hard for satirical sci-fi about the future of crime and vigilantism to keep ahead of the reality. For example, witness the Citizen vigilante social media app: https://www.vice.com/... …
  • @longwall26 Jason on x
    This is gonna get someone killed if it hasn't already https://twitter.com/...
  • @writhing_south @writhing_south on x
    Uhhh why does 20% of LA use this app what a bunch of fucking freaks that must live there https://twitter.com/... https://twitter.com/...
  • @brianmcc Brian McCullough on x
    Rant about this absolute bullshit coming on the podcast in 3... 2... 1... https://www.techmeme.com/...
  • @rothschildmd Mike Rothschild on x
    This story reminds me of when redditors on r/GreatAwakening doxxed the wrong guy accused of carrying out a shooting, Reddit had the good sense to close the sub and ban QAnon. I'm not sensing that similar good sense will prevail here. https://twitter.com/...
  • @baddestmamajama Jessica Ellis on x
    The Media: 2021 is gonna be the roaring '20s! Fun and Games! Get your party hat on! Reality: We have brought back bounty hunting https://twitter.com/...
  • @zenalbatross @zenalbatross on x
    all these leaked documents make pretty clear: Citizen is a coordinated effort to amplify and incentivize racist paranoia and then profit by selling access to a de facto vigilante security force https://www.vice.com/... https://twitter.com/...
  • @murderxbryan @murderxbryan on x
    Citizen is the most evil app https://twitter.com/...
  • @iboudreau Ian Boudreau on x
    UBER BUT FOR PSYCHOS WHO THINK THEY'RE FUCKIN BATMAN https://twitter.com/...
  • @dangillmor Dan Gillmor on x
    I hope the person wrongly accused by a mob using the evil “Citizen” app ends up owning the company and shutting it down after a lawsuit. https://www.vice.com/... If you're using this vigilante app, you are doing the wrong thing.
  • @daithaigilbert David Gilbert on x
    This is just an incredible story and just incredible reporting https://twitter.com/...
  • @isosteph Stephanie on x
    lol everything about this app is fucking psychotic what if we growth hacked fear https://twitter.com/...
  • @docsquiddy Doc on x
    in case you were wondering why due process is essential https://twitter.com/...
  • @flexlibris Alison Macrina on x
    this latest reporting on Citizen confirms that they're not at all sorry for sending hundreds of thousands of users notifications misidentifying a man as an arsonist, potentially putting his life in danger, and they absolutely want to be the private police https://www.vice.com/...
  • @broderick Ryan Broderick on x
    We live in the Robocop world https://twitter.com/...
  • @alan_maguire Alan on x
    I thought we were all keeping an eye on the Americans but at some point they all started installing bounty hunter apps on their phones? https://twitter.com/...
  • @caseyho Casey Ho on x
    Citizen's CEO explicitly calling for the monetization and growth hacking of fear is the dystopian future we were warned about, but I never quite saw coming. Uninstall the app for the sake of your own mental health, or at very least before it gets someone innocent killed. https://…
  • @alexdecampi Alex de Campi on x
    Yeah, deleting Citizen after reading this. This is horrifying. https://twitter.com/...
  • @josephfcox Joseph Cox on x
    The most damning quote IMO in this entire leak is the CEO of Citizen explicitly saying that if the company does more reckless stuff like put bounties on peoples' heads, they will get more app users. It's the actual quote https://www.vice.com/... https://twitter.com/...
  • @caseynewton Casey Newton on x
    @mhbergen at the risk of giving a column away in a tweet, this is why i think the “change the business model!!” school of social network criticism is misguided. Citizen's business model is subscriptions and it's still fucking awful
  • @mhbergen Mark Bergen on x
    “At one point, Frame said ‘these metrics will be great.’ And they were.” https://www.vice.com/...
  • @williamturton William Turton on x
    Citizen's CEO on starting a massive manhunt against the wrong person: “A massive net win,” and “the team came together on a Saturday and pulled off something incredibly awesome.” https://www.vice.com/...
  • @jeffvandermeer Jeff VanderMeer on x
    Citizen sounds like a lovely utopian app and not a dumpster fire led by yet another vainglorious shithead. https://www.vice.com/...
  • @emanuelmaiberg Emanuel Maiberg on x
    I have never seen a more damning Slack leak. Citizen CEO frothing at the mouth, putting a price on the head of an innocent man. this company is off the rails https://www.vice.com/...
  • @davidbix David Bixenspan on x
    ...so it's like a mask-off version of NextDoor? https://twitter.com/...
  • @timmarchman Tim Marchman on x
    NEW: Inside account of what happened at Citizen, the crime app formerly known as Vigilante, as its founder led a livestreamed bounty hunt for an innocent man https://www.vice.com/...
  • @lorenzofb Lorenzo Franceschi-Bicchierai on x
    “It's basically an anxiety sweatshop,” a Citizen source said. “On days when things are ‘slow,’ they relax the standards around incidents because a dip in incident count is really bad.” https://www.vice.com/...
  • @samaugustdean Sam Dean on x
    A wild look inside Citizen on the night the company decided to put a citywide, $30,000 bounty on the head of a random LA man https://twitter.com/...
  • @mikeptraffic Mike Pries on x
    The App is being run by people who want to scare you into paying $20 a month for it. “It's basically an anxiety sweatshop... On days when things are ‘slow,’ they relax the standards around incidents because a dip... is really bad.” @SPOTNEWSonIG @CWBChicago https://twitter.com/..…
  • @samleecole @samleecole on x
    this story about Citizen's completely unhinged behind-the-scenes process of frothing people into angry, racist mobs is unbelievable https://www.vice.com/... https://twitter.com/...
  • @tomwarren Tom Warren on x
    this story is wild 😮 https://twitter.com/...
  • @lorenzofb Lorenzo Franceschi-Bicchierai on x
    The inside story of what happened at Citizen when the crime app company put a bounty on an innocent man's head. A scary story of how a company is trying to cash in on vigilantism. https://www.vice.com/... https://twitter.com/...
  • @mjgault Matthew Gault on x
    “FIND THIS FUCK,” he told them. “LETS GET THIS GUY BEFORE MIDNIGHT HES GOING DOWN.” “BREAKING NEWS. this guy is the devil. get him,” Frame said. “by midnight!@#! we hate this guy. GET HIM.” https://www.vice.com/...
  • @josephfcox Joseph Cox on x
    We've found that Citizen claimed the app helped find a missing autistic teen. What the app failed to mention that the people who found the boy are a secret “Street Team” of Citizen employees who go out to events and film them. They're not ordinary users. https://www.vice.com/... …
  • @josephfcox Joseph Cox on x
    New: here is our definitive investigation into how crime app Citizen is dangerously trying to monetize vigilantism. Documents, Slack chats, product maps, 8 sources “I didn't anticipate the ways they would circumvent the police and go that much further.” https://www.vice.com/...
  • @katiedrumm Katie Drummond on x
    Incredible reporting from @jason_koebler and @josephfcox on what's going on inside Citizen. A truly jaw-dropping look at a company (and a CEO) trying to cash in on some warped idea of vigilante justice: https://www.vice.com/...