Twitter says it removes 1 million spam accounts a day
San Francisco, July 8: Twitter said it removes 1 million spam accounts each day in a call with executives Thursday during a briefing that aimed to shed more light on the company's fake and bot accounts as it tussles with Elon Musk over “spam bots.”

The Tesla CEO, who has offered to buy Twitter for $44 billion, has threatened to walk away from the deal if the company can't show that less than 5% of its daily active users are automated spam accounts.
Musk has argued, without presenting evidence, that Twitter has significantly underestimated the number of these “spam bots” -- automated accounts that typically promote scams and misinformation — on its service.
Twitter said on the call that the spam accounts represent well below 5% of its active user base each quarter. To calculate how many accounts are malicious spam, Twitter said it reviews “thousands of accounts” sampled at random, using both public and private data such as IP addresses, phone numbers, geolocation and how the account behaves when it is active, to determine whether an account is real. Private data, which isn't available publicly and thus not in the data “firehose” that was given to Musk, includes IP addresses, phone numbers and location.
Twitter said such private data helps avoid misidentifying real accounts as spam. Fake social media accounts have been problematic for years. Advertisers rely on the number of users provided by social media platforms to determine where they will spend money.
Spam bots are also used to amplify messages and spread disinformation. But Twitter noted in the call that not all automated accounts are malicious bots.
Last year, it came out with a label for automated accounts to identify what the company calls “good bots” — such as accounts that send news, health or weather updates, for instance. The problem of fake accounts is well-known to Twitter and its investors.
The company has disclosed its bot estimates to the U.S. Securities and Exchange Commission for years, while also cautioning that its estimate might be too low. Last month, Twitter offered Musk access to its “firehose” of raw data on hundreds of millions of daily tweets, according to multiple reports at the time, though neither the company nor Musk confirmed this.
-
Vijay-Trisha's Secret Marriage Photo Leaked Online? Is The Wedding Photo Real Or Fake? -
Instagram Down? Users Report DMs or Messaging Glitches as Complaints Cross 10,000 -
Hyderabad To Get Faster Road Link To Indore As New Highway Nears Completion, Opening Likely This Month -
Gold Rate Today 11 March 2026: Fresh IBJA Gold Rates; Tanishq, Malabar, Joyalukkas, Kalyan Jewellery Prices -
Gold Silver Rate Today, 10 March 2026: City-Wise Prices Edge Lower While MCX Gold And Silver Stay Range-Bound -
IPL 2026 Playing XI Prediction: CSK, MI, RCB, KKR, PBKS, GT, LSG, DC, RR, SRH Impact Sub & Full Team List -
'Good That Rashmika Broke Up With Rakshit Shetty...': Suman Mandanna In Viral Video -
Hyderabad Gold Silver Rate Today, 10 March 2026: Gold, Silver Slip In Local Market; MCX Also Trades Lower -
Gold Silver Rate Today, 11 March 2026: City-Wise Prices, MCX Gold Gains As Silver Climbs Across India -
Pune Gold Rate Today For 18K, 22K, 24K For Rates March 2026 -
Oil Slumps 6% As Trump Claims Iran War Will Be Over 'Ahead of Schedule' -
Trump Says Iran War Could End ‘Any Time I Want’, Claims Tehran’s Military ‘Practically Destroyed’












Click it and Unblock the Notifications