Ford Credit Auto Owner Trust 2023-B
Monthly Investor Report
Collection PeriodJuly 2026
Payment Date8/17/2026
Transaction Month38 
Additional information about the structure, cashflows, defined terms and parties for this transaction can be found in the prospectus, available on the SEC website (http://www.sec.gov) under the registration number 333-258040 and at https://www.ford.com/finance/investor-center/asset-backed-securitization.
I. ORIGINAL DEAL PARAMETERS    
Dollar Amount# of ReceivablesWeighted Avg Remaining Term at Cutoff
Initial Pool Balance$1,719,380,848.17 49,034 56.5 months
Dollar AmountNote Interest RateFinal Scheduled Payment Date
Original Securities
          Class A-1 Notes$350,000,000.00 5.517 %July 15, 2024
          Class A-2a Notes$350,000,000.00 5.57 %June 15, 2026
          Class A-2b Notes$250,000,000.00 4.11539 %*June 15, 2026
          Class A-3 Notes$479,000,000.00 5.23 %May 15, 2028
          Class A-4 Notes$71,000,000.00 5.06 %February 15, 2029
          Class B Notes$47,330,000.00 5.56 %March 15, 2029
          Class C Notes$31,610,000.00 5.71 %December 15, 2030
                         Total$1,578,940,000.00 
* 30-day average SOFR + 0.49%
II. AVAILABLE FUNDS
Interest:
        Interest Collections$1,570,065.51 
Principal:
        Principal Collections$12,464,847.40 
        Prepayments in Full$6,446,613.82 
        Liquidation Proceeds$251,827.05 
        Recoveries$108,044.41 
                  Sub Total$19,271,332.68 
Collections$20,841,398.19 
Purchase Amounts:
        Purchase Amounts Related to Principal$225,855.58 
        Purchase Amounts Related to Interest$1,518.83 
                  Sub Total$227,374.41 
        Clean-up Call$0.00
        Reserve Account Draw Amount$0.00 
Available Funds - Total$21,068,772.60 
Page 1


Ford Credit Auto Owner Trust 2023-B
Monthly Investor Report
Collection PeriodJuly 2026
Payment Date8/17/2026
Transaction Month38 
III. DISTRIBUTIONS
Calculated AmountAmount PaidShortfallCarryover ShortfallRemaining Available Funds
Trustee and Other Fees/Expenses$0.00 $0.00 $0.00 $0.00 $21,068,772.60 
Servicing Fee$267,594.14 $267,594.14 $0.00 $0.00 $20,801,178.46 
Interest - Class A-1 Notes$0.00 $0.00 $0.00 $0.00 $20,801,178.46 
Interest - Class A-2a Notes$0.00 $0.00 $0.00 $0.00 $20,801,178.46 
Interest - Class A-2b Notes$0.00 $0.00 $0.00 $0.00 $20,801,178.46 
Interest - Class A-3 Notes$514,467.71 $514,467.71 $0.00 $0.00 $20,286,710.75 
Interest - Class A-4 Notes$299,383.33 $299,383.33 $0.00 $0.00 $19,987,327.42 
First Priority Principal Payment$0.00 $0.00 $0.00 $0.00 $19,987,327.42 
Interest - Class B Notes$219,295.67 $219,295.67 $0.00 $0.00 $19,768,031.75 
Second Priority Principal Payment$0.00 $0.00 $0.00 $0.00 $19,768,031.75 
Interest - Class C Notes$150,410.92 $150,410.92 $0.00 $0.00 $19,617,620.83 
Reserve Account Deposit$0.00 $0.00 $0.00 $0.00 $19,617,620.83 
Regular Principal Payment$17,940,157.24 $17,940,157.24 $0.00 $0.00 $1,677,463.59 
Additional Trustee and Other Fees/Expenses$0.00 $0.00 $0.00 $0.00 $1,677,463.59 
Residual Released to Depositor$0.00 $1,677,463.59 $0.00 $0.00 $0.00 
Total$21,068,772.60 
Principal Payment:
        First Priority Principal Payment$0.00 
        Second Priority Principal Payment$0.00 
        Regular Principal Payment$17,940,157.24 
        Total$17,940,157.24 
IV. NOTEHOLDER PAYMENTS
Noteholder Principal PaymentsNoteholder Interest PaymentsTotal Payment
Per $1,000 ofPer $1,000 ofPer $1,000 of
Actual Original BalanceActualOriginal BalanceActualOriginal Balance
Class A-1 Notes$0.00 $0.00 $0.00 $0.00 $0.00 $0.00 
Class A-2a Notes$0.00 $0.00 $0.00 $0.00 $0.00 $0.00 
Class A-2b Notes$0.00 $0.00 $0.00 $0.00 $0.00 $0.00 
Class A-3 Notes$17,940,157.24 $37.45 $514,467.71 $1.07 $18,454,624.95 $38.52 
Class A-4 Notes$0.00 $0.00 $299,383.33 $4.22 $299,383.33 $4.22 
Class B Notes$0.00 $0.00 $219,295.67 $4.63 $219,295.67 $4.63 
Class C Notes$0.00 $0.00 $150,410.92 $4.76 $150,410.92 $4.76 
Total$17,940,157.24 $11.36 $1,183,557.63 $0.75 $19,123,714.87 $12.11 
Page 2


Ford Credit Auto Owner Trust 2023-B
Monthly Investor Report
Collection PeriodJuly 2026
Payment Date8/17/2026
Transaction Month38 

V. NOTE BALANCE AND POOL INFORMATION
Beginning of PeriodEnd of Period
BalanceNote Factor BalanceNote Factor
Class A-1 Notes$0.00 0.0000000$0.00 0.0000000
Class A-2a Notes$0.00 0.0000000$0.00 0.0000000
Class A-2b Notes$0.00 0.0000000$0.00 0.0000000
Class A-3 Notes$118,042,304.80 0.2464349$100,102,147.56 0.2089815
Class A-4 Notes$71,000,000.00 1.0000000$71,000,000.00 1.0000000
Class B Notes$47,330,000.00 1.0000000$47,330,000.00 1.0000000
Class C Notes$31,610,000.00 1.0000000$31,610,000.00 1.0000000
Total$267,982,304.80 0.1697229$250,042,147.56 0.1583608
Pool Information
Weighted Average APR5.820 %5.848 %
Weighted Average Remaining Term29.9029.16
Number of Receivables Outstanding16,70916,123
Pool Balance$321,112,967.53 $301,448,084.42 
Adjusted Pool Balance (Pool Balance - YSOC Amount)$300,430,562.25 $282,195,431.77 
Pool Factor0.18676080.1753236

VI. OVERCOLLATERALIZATION INFORMATION
Specified Reserve Balance$3,947,366.14 
Yield Supplement Overcollateralization Amount$19,252,652.65 
Targeted Overcollateralization Amount$51,405,936.86 
Actual Overcollateralization Amount (EOP Pool Balance - EOP Note Balance)$51,405,936.86 

VII. RECONCILIATION OF RESERVE ACCOUNT
Beginning Reserve Account Balance$3,947,366.14 
Reserve Account Deposits Made$0.00 
Reserve Account Draw Amount$0.00 
Ending Reserve Account Balance$3,947,366.14 
Change in Reserve Account Balance$0.00 
Specified Reserve Balance$3,947,366.14 

Page 3


Ford Credit Auto Owner Trust 2023-B
Monthly Investor Report
Collection PeriodJuly 2026
Payment Date8/17/2026
Transaction Month38 
VIII. NET LOSS AND DELINQUENT RECEIVABLES
# of ReceivablesAmount
Current Collection Period Loss:
Realized Loss (Charge-Offs)48$275,739.26 
(Recoveries)105$108,044.41 
Net Loss for Current Collection Period$167,694.85 
Ratio of Net Loss for Current Collection Period to Beginning of Period Pool Balance (annualized)0.6267 %
Prior and Current Collection Periods Average Loss:
Ratio of Net Loss to the Average Pool Balance (annualized)
Third Prior Collection Period1.0993 %
Second Prior Collection Period0.4842 %
Prior Collection Period0.0471 %
Current Collection Period0.6465 %
Four Month Average (Current and Prior Three Collection Periods)0.5693 %
Cumulative Loss:
Cumulative Realized Loss (Charge-Offs)2,927$18,267,079.38 
(Cumulative Recoveries)$3,426,419.12 
Cumulative Net Loss for All Collection Periods$14,840,660.26 
Ratio of Cumulative Net Loss for all Collection Periods to Initial Pool Balance0.8631 %
Average Realized Loss for Receivables that have experienced a Realized Loss$6,240.89 
Average Net Loss for Receivables that have experienced a Realized Loss$5,070.26 
% of EOP Pool Balance# of ReceivablesAmount
Delinquent Receivables:
31-60 Days Delinquent2.07 %232$6,238,019.85 
61-90 Days Delinquent0.24 %24$710,541.01 
91-120 Days Delinquent0.09 %10$269,928.50 
Over 120 Days Delinquent0.38 %29$1,142,119.63 
Total Delinquent Receivables2.77 %295$8,360,608.99 
Repossession Inventory:
Repossessed in the Current Collection Period19$701,769.74 
Total Repossessed Inventory29$1,094,310.12 
Number of 61+ Delinquent Receivables to EOP Number of Outstanding Receivables:
Second Prior Collection Period 0.3456 %
Prior Collection Period 0.4668 %
Current Collection Period 0.3907 %
Three Month Average0.4010 %
Delinquency Trigger (61+ Delinquent Receivables)
Transaction MonthTrigger
1-120.80%
13-241.50%
25-362.60%
37+4.40%
 61+ Delinquent Receivables Balance to EOP Pool Balance0.7041 %
Delinquency Trigger OccurredNo
Page 4


Ford Credit Auto Owner Trust 2023-B
Monthly Investor Report
Collection PeriodJuly 2026
Payment Date8/17/2026
Transaction Month38 

Receivables Granted Extensions in the Current Collection Period:# of ReceivablesAmount
1 Month Extended72$2,060,654.51
2 Months Extended91$2,468,571.99
3+ Months Extended24$723,649.66
Total Receivables Extended187$5,252,876.16
IX. REPURCHASE DEMAND ACTIVITY (RULE 15Ga-1)
No Activity to report
Most Recent Form ABS-15G for repurchase demand activity
Filed by: Ford Motor Credit Company LLC
CIK#: 0000038009
Date: February 6, 2026
X. FLOATING RATE BENCHMARK: BENCHMARK TRANSITION
Benchmark Transition Event: N/A
Benchmark Replacement Date:N/A
Unadjusted Benchmark Replacement: N/A
Benchmark Replacement Adjustment: N/A
Benchmark Replacement Conforming Changes:N/A

SERVICER CERTIFICATION
THIS REPORT IS ACCURATE IN ALL MATERIAL RESPECTS.
Ford Motor Credit Company LLC
/s/ Ryan M. Hershberger
Assistant Treasurer

Page 5