Beautiful Virgin Islands

Wednesday, Apr 08, 2026

With deal in doubt, Elon Musk and Twitter CEO Parag Agrawal debate bots on Twitter

With deal in doubt, Elon Musk and Twitter CEO Parag Agrawal debate bots on Twitter

Twitter CEO Parag Agrawal and Elon Musk are engaged in a debate over an issue Musk has made central to his proposed purchase of the platform — spam.

In a series of tweets on Monday, Agrawal laid out Twitter's approach to spam accounts and its challenges dealing with them.

Twitter (TWTR) suspends "over half a million spam accounts every day," Agrawal wrote. He reiterated a longstanding statistic from Twitter that less than 5% of its daily active users are spam accounts — a stat that Musk cited on Friday while announcing that his $44 billion deal to buy Twitter was "temporarily on hold."

Agrawal said that estimate is based on "multiple human reviews ... of thousands of accounts" sampled at random, but knowing externally which accounts are counted on any given day is not possible. Twitter has previously acknowledged that while it believes its estimates to be "reasonable," the measurements were not independently verified and the actual number of fake or spam accounts could be higher.

Agrawal's initial 13 tweets were met with a reply from Musk that was reflective of the unusual and extremely online nature of the deal: a poop emoji.

Musk followed up with a somewhat more thoughtful question. "So how do advertisers know what they're getting for their money?" Musk asked "This is fundamental to the financial health of Twitter," he added.

Musk has repeatedly spoken out against bots and spam accounts on Twitter, once describing cryptocurrency spam bots as the platform's "single most annoying problem." Anyone familiar with the replies to Musk's tweets knows they are full of such scams, many of which attempt to leverage Musk's name.

But some analysts speculate that the world's richest man may be using the debate over bots to drive down the price at which he would have to buy Twitter, whether as a standard negotiating tactic or out of necessity.

Twitter's stock price has erased all its gains in the weeks since Musk disclosed his stake the company and is currently trading at $37.39 per share — well below Musk's offer price of $54.20 per share.

"The bot issue at the end of the day ... feels more to us like the "dog ate the homework" excuse to bail on the Twitter deal or talk down a lower price," Dan Ives and John Katsingris, analysts at Wedbush Securities, wrote in a note on Monday.

Musk appeared to add fuel to that speculation on Monday, reportedly saying that a deal to buy Twitter at a lower price wouldn't be "out of the question," while also throwing out his own estimate that at least 20% of all Twitter accounts are fake, according to Bloomberg. Musk didn't say how he came to this number and did not respond to a request for comment from CNN Business.

In his Twitter thread, Agrawal said most spam campaigns on Twitter use a combination of humans and automation, rather than being primarily led by bots. Parsing through legitimate and fake accounts can be complicated, he said.

"The hard challenge is that many accounts which look fake superficially — are actually real people," he said. "And some of the spam accounts which are actually the most dangerous — and cause the most harm to our users — can look totally legitimate on the surface."

Agrawal said Twitter had been in touch with Musk on the spam issue.

"We shared an overview of the estimation process with Elon a week ago and look forward to continuing the conversation with him, and all of you," he added.

Newsletter

Related Articles

Beautiful Virgin Islands
0:00
0:00
Close
Starmer Warns Sustained Effort Needed to Ensure US–Iran Ceasefire Holds
UK to Partner with Shipping Industry to Rebuild Confidence in Strait of Hormuz, Cooper Says
UK Interest Rate Expectations Ease Following US–Iran Ceasefire Agreement
Starmer Signals Major Effort Needed to Fully Reopen Strait of Hormuz During Gulf Visit
UK Fuel Prices Face Ongoing Volatility Amid Global Pressures and Domestic Factors
Kanye West’s Planned Italy Festival Appearance Draws Debate After UK Entry Ban
Smuggling Routes Shift Toward Belgium as Migrant Crossings to UK Evolve
Ceasefire Offers Potential Relief for UK Fuel and Food Prices Amid Ongoing Uncertainty
Iran Conflict Raises Questions Over UK’s Global Influence and Military Preparedness
Senator McConnell Visits Kentucky to Highlight Federal Investment in Local Projects
Kanye West Barred from Entering UK as Legal Grounds Come into Focus
UK Denies Visa to Kanye West After Sponsors Withdraw from Wireless Festival
Trump-Era Forest Service Restructuring Leads to Closure of UK Lab Focused on Kentucky Woodland Health
Foreign Students in the UK Describe Harsh Living Conditions and Financial Pressures
Reform UK Proposes Visa Restrictions on Nations Pursuing Reparations Claims
Public Reaction Divides Over UK Decision to Bar Kanye West
Calls Grow for UK to Review US Base Access Following Concerns Over Escalating Rhetoric
UK Indicates It Will Not Permit Use of Its Bases for Potential US Strikes on Iran’s Energy Infrastructure
UK Prime Minister Defends Decision to Bar Kanye West, Questions Festival Booking
UK Accelerates Efforts to Harmonise Medical Technology Rules with United States
Wireless Festival Cancelled After Kanye West Denied Entry to the United Kingdom
Operation Europe: Trump Deploys Vance to Hungary to Save the EU
King Charles Faces Criticism From Some UK Christians Over Absence of Easter Message
Former UK Defence Secretary Raises Concerns Over Ability to Counter Iran Missile Threat
UK Signals Non-Involvement in Iran Conflict as Trump Reasserts Firm Deterrence Stance
US and UK Strengthen Medical Device Cooperation Following Tariff Removal
Trump Backs Steve Hilton for California Governor, Highlighting Reform Agenda
UK Seeks Closer Ties With Anthropic as AI Policy Divergence Emerges Across Atlantic
Experts Warn of Evolving Extremism After Teens Arrested in UK Ambulance Arson Case
UK Convenes Talks to Safeguard Shipping Through Strait of Hormuz After Conflict Escalation
Trump Highlights Strong Leadership in Critique of UK Stance on Iran
UK Authorities Review Kanye West’s Entry Status Following Festival Backlash
UK Considers Deploying Aircraft Carrier for US Independence Day Celebrations Amid Renewed Transatlantic Focus
United Kingdom Moves to Attract AI Firm Anthropic Amid Tensions with US Defense Officials
RAF Intercepts Iranian Drones in Middle East to Defend Allied Security Interests
Labour Signals Shift on Foie Gras and Fur Restrictions to Advance EU Trade Talks
Seven Arrested Near RAF Base as UK Authorities Respond to Protest Activity
Economic Pressures Mount as Analysts Warn UK Growth Is Being Constrained by Policy Burdens
UK Green Party’s Push for Church-State Separation Sparks Debate Over National Identity
Strategic Island Emerges as Growing Challenge for United States and United Kingdom Defense Planning
Pepsi Pulls Sponsorship from UK Festival Following Backlash Linked to Kanye West
Signs Emerge of Declining Enthusiasm for Social Media in the United Kingdom
Security Alert Raised Ahead of Meghan Markle’s Planned Visit to Australia
UK Food Halls Defy Hospitality Slowdown, Emerging as Bright Spot in Challenging Market
UK Sets Firm Conditions for Military Action, Insisting on Legal Mandate and Clear Strategy
UK Medicines Regulator Launches Probe into Peptide Clinics Over Health Claims
New North Sea Drilling Unlikely to Significantly Cut UK Gas Imports, Analysis Finds
Woman Linked to UK’s First All-Female Terror Plot Faces Deportation
Downed US Aircraft Over Iran Linked to Operations from UK Airfield
Two Men and Teen Detained in UK Following Attack on Jewish Charity Ambulance
×