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Which trade alarms caught Robo Inu, Saitama, or Gotbit-linked coins, and what patterns?

Research question: Which exchange surveillance alerts or wash-trade detection methods flagged Robo Inu, Saitama, or related Gotbit-linked token activity, and what volume or price signatures did they rely on?

The records do not show that any exchange surveillance alert flagged Robo Inu, Saitama, or related Gotbit activity. The closest detection mechanism described is CoinMarketCap's ability to detect suspicious trading and exclude Bitmart volumes 8. The volume signatures include an algorithm that at times generated more than $1 million in artificial daily trading volume for Robo Inu 3, and a 24-hour volume figure that dropped to about $623,000 once a wash-trading spike rolled out of the window 13. Price and pattern signatures include a roughly 30.8 percent hourly price rise during coordinated Uniswap and Bitmart activity 16, alternating buys and sells in roughly equal proportion on Uniswap 19, and Saitama's small purchases spread across multiple wallets 15. The newest fact is dated October 15, 2024 2, so it is about two years old as of October 2026.

Checked 2026-10-20. Only documented and supported facts are used.
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Sources

[1] supported
The study's complexity-based indicators found transaction-count features consistent with a noise-like component that may indicate artificially inflated transaction counts, but these features do not directly prove wash trading.
"Thesefeaturesareconsistentwith anoise-likecomponentintradingactivityandmayindicateartificiallyincreasedtransactioncounts, althoughtheydonotprovidedirectproofofwashtrading."
Detecting unusual trading patterns on cryptocurrency exchanges by means of complexity measures
[2] documented
The SEC alleges Gotbit and Kedrov manipulated Robo Inu by self-trading, known as wash trading, on popular crypto asset trading platforms, as well as through other trading practices with no economic purpose.
"The SEC alleged that Gotbit and Kedrov manipulated the market on behalf of Pham by self-trading (commonly referred to as “wash trading”) on popular crypto asset trading platforms or by engaging in other trading practices that likewise served no economic purpose"
SEC.gov
[3] documented
The alleged manipulation relied on an algorithm or bot that at times generated more than $1 million in artificial trading volume each day for Robo Inu.
"they used an algorithm (or bot) that, at times, generated more than $1 million dollars of artificial trading volume each day."
SEC.gov
[4] supported
The purpose of the Robo Inu trading was to create a false appearance of an active trading market so that retail investors would buy the token, which was offered and sold as a security.
"the scheme was intended to induce investor victims to purchase Robo Inu by creating the false appearance of an active trading market for it."
SEC.gov
[5] supported
Gotbit's founder allegedly tracked its manipulation in spreadsheets that compared wash-trade 'Created Volume' against naturally occurring 'Market Volume'.
"Andriunin allegedly kept track of Gotbit’s market manipulation, including with spreadsheets that compared “Created Volume” from wash trades with naturally occurring “Market Volume.”"
First-ever criminal charges against financial services firms for market manipulation and “wash trading” in the cryptocurrency industry
[6] documented
Gotbit used Robo Inu and Tether supplied by the project to trade with itself, inflating Bitmart trading volume to whatever level Pham and her associates wanted.
"Gotbit used this supply of Robo Inu and Tether to trade with itself—not to meet organic investor demand—and to artificially inflate the trading volume to whatever level Pham and her associates desired."
UNITED STATES DISTRICT COURT DISTRICT OF MASSACHUSETTS SECURITIES AND EXCHANGE
[7] supported
The charges allege that the accused used wash-trading, which means creating fake trading volume through coordinated buying and selling, to artificially inflate cryptocurrency trading prices.
"The alleged schemes carried out by these individuals and companies involved “wash-trading”—creating fake trading volume through coordinated buying and selling—and other misrepresentations made to attract new investors to cryptocurrencies and artificially inflate the cryptocurrencies’ trading prices."
— Seeking Information in Cryptocurrency Investment Fraud Investigation
[8] supported
CoinMarketCap can itself detect suspicious trading activity and exclude Bitmart volumes, which a Gotbit staffer cited as a reason to avoid raising Robo Inu volume too quickly.
"because CMC itself can detect suspicious activity in the market and exclude volumes from bitmart."
DoJ, SEC charge ‘crypto’ market makers with market manipulation
[9] documented
Gotbit's Telegram chat confirmed that its manipulative trades made up most of the Robo Inu volume reported to trackers such as CoinMarketCap and CoinGecko.
"Gotbit personnel in the Telegram group chat confirmed that its manipulative trades accounted for most of the observed Robo Inu trading volume that was reported to websites that investors use to track crypto assets, such as CoinMarketCap and CoinGecko"
UNITED STATES DISTRICT COURT DISTRICT OF MASSACHUSETTS SECURITIES AND EXCHANGE
[10] supported
The charges name Saitama, SaitaRealty, SaitaChain, and Robo Inu among the cryptocurrencies promoted through one or more fraudulent tactics.
"The charges allege that these individuals and companies promoted the following cryptocurrencies in particular through one or more fraudulent tactics:"
— Seeking Information in Cryptocurrency Investment Fraud Investigation
[11] supported
Robo Inu's issuer Vy Pham asked Gotbit to slowly increase Robo Inu trading volume so the token would trend on CoinMarketCap.
"Pham telling Gotbit to “slowly increase the volume” of Robo Inu token trades so it would be “trending on cmc”"
DoJ, SEC charge ‘crypto’ market makers with market manipulation
[12] supported
Robo Inu allegedly paid Gotbit to inflate its token's trading volume through wash trades on exchanges such as Bitmart, beginning around 2022.
"Beginning in or about 2022, Robo Inu allegedly paid Gotbit to artificially inflate the trading volume of the Robo Inu token through wash trades on cryptocurrency exchanges such as Bitmart."
First-ever criminal charges against financial services firms for market manipulation and “wash trading” in the cryptocurrency industry
[13] documented
Robo Inu's 24-hour volume figure was pushed up by a wash-trading spike, and when that spike rolled out of the rolling 24-hour window the cumulative total dropped to about $623,000.
"Gotbit maintained that inflated 24-hour trading volume until 12:00 a.m. on May 23rd, when its large spike in wash trading (from 12:00 a.m. the day before) rolled off the cumulative 24-hour trading total, causing that cumulative total to drop to approximately $623,000."
UNITED STATES DISTRICT COURT DISTRICT OF MASSACHUSETTS SECURITIES AND EXCHANGE
[14] supported
Gotbit was instructed to lift Robo Inu's daily volume on the Bitmart exchange to above 1.1 million, and Gotbit's Fedor Kedrov agreed.
"In January 2023, Gotbit was told to boost Robo Inu’s volume on the Bitmart exchange to “above 1.1mil daily,” to which Kedrov responded, “Sure, will be done.”"
DoJ, SEC charge ‘crypto’ market makers with market manipulation
[15] supported
Saitama's manipulation allegedly started with a series of small purchases spread across multiple wallets to create the illusion of many buyers.
"Saitama’s market manipulation campaign allegedly began in or about July 2021, when leadership coordinated a series of small purchases spread across multiple cryptocurrency wallets."
First-ever criminal charges against financial services firms for market manipulation and “wash trading” in the cryptocurrency industry
[16] supported
Publicly available price data showed Robo Inu's price rising about 30.8 percent in the hour during which Uniswap and Bitmart were coordinated to pump it.
"Publicly available price data indicate that, in the hour that this exchange took place, the price of Robo Inu increased approximately 30.8 percent."
UNITED STATES DISTRICT COURT DISTRICT OF MASSACHUSETTS SECURITIES AND EXCHANGE
[17] supported
Gotbit planned to build volume gradually so that the demand would look organic, a pattern signature meant to avoid detection.
"Gotbit staff responded by saying they would do this “gradually” to make it look as if the demand was “organic.”"
DoJ, SEC charge ‘crypto’ market makers with market manipulation
[18] supported
ZM Quant allegedly used multiple trading wallets and high-frequency trades to pump volume and keep the activity from looking fake.
"Liu and Ou also described how ZM Quant allegedly used multiple trading wallets to avoid having the trading look “fake.”"
First-ever criminal charges against financial services firms for market manipulation and “wash trading” in the cryptocurrency industry
[19] supported
Gotbit's Uniswap trading alternated buys and sells in roughly equal proportion to create a false impression of a robust market, and it lacked economic purpose.
"Pham also sought to have Gotbit increase Robo Inu’s daily trading volume by buying and selling Robo Inu tokens in roughly equal proportion on Uniswap."
UNITED STATES DISTRICT COURT DISTRICT OF MASSACHUSETTS SECURITIES AND EXCHANGE
[20] supported
Gotbit founder Aleksei Andriunin's own business records showed 'created' volume for the BTC token running 16 times higher than its actual volume over a 285-day period.
"In one 285-day period between November 2018 and August 2019, the ‘created’ volume of the BTC token on behalf of Gotbit clients was 16x higher than its actual volume."
DoJ, SEC charge ‘crypto’ market makers with market manipulation