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Tax Receivable Agreement and Income Taxes - Additional Information (Details) - USD ($)
3 Months Ended 9 Months Ended 12 Months Ended
Sep. 30, 2025
Sep. 30, 2024
Sep. 30, 2025
Sep. 30, 2024
Dec. 31, 2024
Subsidiary, Sale of Stock [Line Items]          
Percentage of net cash saving to be paid     85.00%    
Percentage of net cash saving to be retained     15.00%    
Outside basis difference in partnership     $ 0   $ 0
Aggregate payment on tax receivable agreement     0 $ 0  
Derecognition of tax receivable agreement liability $ 0 $ 5,201,000 0 $ 5,201,000  
Uncertain tax positions $ 0   0   0
Penalties and interest related to uncertain tax positions     $ 0   $ 0
Class A Common Stock | Direct Digital Management LLC          
Subsidiary, Sale of Stock [Line Items]          
Conversion of Class B to Class A Common Stock (in shares)     1,292,500 0