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85
employment_status
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5 values
annual_income_usd
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3
325k
marital_status
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4 values
dependents_count
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0
3
credit_score
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300
527
total_debt_usd
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4
1.21M
monthly_expenses_usd
int64
500
29k
emergency_fund_months
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10
investment_portfolio_usd
int64
2
2.27M
primary_goal
stringclasses
10 values
time_horizon_years
int64
1
45
target_amount_usd
int64
4
14.5M
risk_tolerance_1_10
int64
1
10
financial_literacy_1_10
int64
3
10
risk_aversion_1_10
int64
1
10
trust_in_institutions_1_10
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3
8
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checkin_frequency
stringclasses
5 values
last_session_date
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2024-07-04 00:00:00
2025-12-25 00:00:00
session_duration_min
int64
15
65
topics_discussed
stringlengths
37
106
recommended_products
stringclasses
24 values
user_satisfaction_1_5
int64
1
4
C4601
61
Self-Employed
321,908
Single
0
454
216,518
23,065
3
2,073,798
Retirement
1
3,487,308
7
10
4
4
Phone
Annual
2024-11-04
41
retirement planning;tax-efficient withdrawal;social security optimization;tax optimization;estate planning
growth stocks;sector ETFs;crypto assets;backdoor Roth IRA
3
C4602
52
Unemployed
456
Married
2
366
378
500
4
4,543
Wealth Accumulation
7
440
2
6
10
8
App
Quarterly
2024-08-14
51
investment strategies;budgeting;savings strategies;college funding;insurance review
treasury bonds;money market;CDs
4
C4603
52
Salaried
114,936
Married
0
472
87,581
6,279
5
345,796
Travel
3
25,653
7
8
5
4
App
Biannual
2025-05-14
35
tax optimization;estate planning;investment allocation;credit score
growth stocks;sector ETFs;crypto assets;tax-efficient funds
3
C4604
62
Retired
67,079
Married
0
406
107,820
5,583
3
325,381
Retirement
1
804,723
4
6
6
7
In-Person
Biannual
2025-10-20
34
retirement planning;savings rate;retirement age;budgeting;savings strategies
index funds;blue-chip stocks;corporate bonds;Roth IRA
3
C4605
31
Salaried
132,932
Married
0
440
187,653
8,323
6
86,704
Debt Reduction
1
104,946
5
10
7
6
Email
Biannual
2024-12-03
45
debt payoff strategies;debt consolidation;interest rate negotiation;tax optimization;estate planning
index funds;blue-chip stocks;corporate bonds;debt consolidation loan
2
C4606
47
Salaried
167,192
Married
0
487
443,033
12,148
4
392,618
Education
3
113,707
6
8
6
5
Email
Monthly
2024-10-08
34
education savings;529 plans;financial aid strategies;tax optimization;estate planning
index funds;blue-chip stocks;corporate bonds;529 plan
3
C4607
21
Student
13,561
Married
0
374
13,753
1,203
3
1,615
Emergency Fund
1
8,164
5
3
7
6
App
Quarterly
2025-03-11
33
budgeting;savings strategies;credit score
index funds;blue-chip stocks;corporate bonds
4
C4608
24
Student
8,687
Divorced
1
374
12,101
770
1
3,531
Education
4
140,265
8
5
4
6
Chat
Biannual
2025-02-18
36
education savings;529 plans;budgeting;savings strategies;retirement income
growth stocks;sector ETFs;crypto assets;529 plan
3
C4609
78
Retired
61,475
Married
2
372
48,039
7,337
3
565,663
Retirement
1
546,288
5
9
6
7
Email
Quarterly
2025-08-24
50
retirement planning;tax-efficient withdrawal;social security optimization;tax optimization;estate planning
index funds;blue-chip stocks;corporate bonds;Roth IRA
3
C4610
67
Retired
95,101
Married
1
452
89,579
7,282
4
599,010
Healthcare
7
200,019
4
8
7
7
Phone
Quarterly
2025-08-25
50
tax optimization;estate planning;risk management;charitable giving
index funds;blue-chip stocks;corporate bonds;tax-efficient funds
4
C4611
21
Student
11,843
Married
0
326
12,704
1,306
2
2
Emergency Fund
1
4,087
7
3
3
7
In-Person
Quarterly
2024-08-03
34
budgeting;savings strategies;tax-efficient investing;charitable giving;business succession
growth stocks;sector ETFs;crypto assets
3
C4612
27
Salaried
230,953
Single
2
473
355,554
17,695
3
103,456
Debt Reduction
1
183,148
8
8
4
8
Email
Quarterly
2024-12-14
47
debt payoff strategies;debt consolidation;interest rate negotiation;tax optimization;estate planning
growth stocks;sector ETFs;crypto assets;debt consolidation loan
3
C4613
54
Unemployed
113
Single
0
361
74
500
5
1,376
Retirement
8
2,022
1
6
10
4
In-Person
Annual
2025-08-15
26
retirement planning;savings rate;retirement age;budgeting;savings strategies
treasury bonds;money market;CDs;Roth IRA
3
C4614
73
Retired
94,492
Married
1
417
131,119
5,091
4
663,813
Estate Planning
3
264,202
4
10
8
3
Chat
Biannual
2024-12-28
31
tax optimization;estate planning;medicare;retirement income;credit score
index funds;blue-chip stocks;corporate bonds;tax-efficient funds
2
C4615
61
Retired
83,925
Widowed
0
446
36,801
4,249
5
375,437
Wealth Accumulation
10
64,102
2
9
9
4
Phone
Biannual
2025-08-06
37
investment strategies;tax-loss harvesting;asset location;tax optimization;estate planning
treasury bonds;money market;CDs;tax-efficient funds
3
C4616
58
Self-Employed
95,093
Married
2
435
49,484
6,868
2
319,364
Healthcare
20
252,594
7
8
5
4
Email
Annual
2025-03-13
29
tax optimization;estate planning;college funding
growth stocks;sector ETFs;crypto assets;tax-efficient funds
3
C4617
61
Salaried
276,268
Married
1
493
305,057
17,531
3
875,076
Retirement
1
2,955,279
7
7
4
7
In-Person
Quarterly
2025-07-29
52
retirement planning;savings rate;retirement age;budgeting;savings strategies
growth stocks;sector ETFs;crypto assets;traditional IRA
3
C4618
28
Salaried
47,967
Single
2
393
86,826
3,443
2
25,486
Retirement
40
2,869,230
7
6
3
6
Chat
Quarterly
2025-06-29
33
retirement planning;savings rate;retirement age;budgeting;savings strategies
growth stocks;sector ETFs;crypto assets;Roth IRA
3
C4619
21
Student
12,406
Married
0
349
12,489
1,273
4
4,947
Education
7
128,293
5
3
7
6
Email
Quarterly
2024-09-23
31
education savings;529 plans;budgeting;savings strategies;medicare
index funds;blue-chip stocks;corporate bonds;529 plan
3
C4620
62
Self-Employed
231,629
Married
2
488
132,374
16,292
3
1,008,622
Healthcare
7
243,781
7
7
4
5
Phone
Monthly
2025-04-08
30
budgeting;savings strategies;insurance review;tax-efficient investing
growth stocks;sector ETFs;crypto assets
3
C4621
23
Student
15,834
Married
1
349
34,474
1,991
2
2,833
Education
3
138,689
6
5
5
7
App
Biannual
2024-11-16
44
education savings;529 plans;budgeting;savings strategies;long-term care
index funds;blue-chip stocks;corporate bonds;529 plan
4
C4622
75
Retired
27,332
Married
0
380
26,406
2,709
2
164,448
Estate Planning
5
655,802
5
8
5
7
Phone
Monthly
2025-05-13
42
tax optimization;estate planning;tax-efficient investing
index funds;blue-chip stocks;corporate bonds;tax-efficient funds
3
C4623
50
Salaried
135,585
Single
0
493
93,501
6,037
6
352,419
Wealth Accumulation
15
178,031
5
9
7
7
Phone
Annual
2024-11-26
48
investment strategies;tax-loss harvesting;asset location;tax optimization;estate planning
index funds;blue-chip stocks;corporate bonds;tax-efficient funds
3
C4624
30
Salaried
86,601
Married
2
413
307,956
5,817
3
42,796
Retirement
34
3,688,785
6
7
4
5
Email
Monthly
2024-10-06
35
retirement planning;savings rate;retirement age;budgeting;savings strategies
index funds;blue-chip stocks;corporate bonds;Roth IRA
3
C4625
23
Student
4,919
Single
2
376
8,209
500
2
3,006
Education
3
108,893
8
6
3
7
App
Quarterly
2024-10-30
35
education savings;529 plans;budgeting;savings strategies;credit score
growth stocks;sector ETFs;crypto assets;529 plan
3
C4626
23
Self-Employed
161,705
Married
0
419
262,082
6,873
2
43,136
Debt Reduction
1
208,596
9
6
3
7
Email
Annual
2025-01-20
36
debt payoff strategies;budgeting;savings strategies;tax strategies;social security
growth stocks;sector ETFs;crypto assets;debt consolidation loan
4
C4627
48
Self-Employed
201,123
Married
1
491
361,903
14,606
2
633,767
Home Purchase
3
1,084,036
8
10
3
6
App
Ad-hoc
2025-02-07
36
mortgage options;down payment;interest rate strategies;tax optimization;estate planning
growth stocks;sector ETFs;crypto assets;high-yield savings
3
C4628
44
Salaried
148,570
Married
2
502
513,603
9,539
5
258,555
Retirement
16
3,862,506
6
9
5
7
In-Person
Quarterly
2025-04-30
52
retirement planning;tax-efficient withdrawal;social security optimization;tax optimization;estate planning
index funds;blue-chip stocks;corporate bonds;backdoor Roth IRA
3
C4629
62
Salaried
200,586
Divorced
0
484
74,646
6,474
6
991,740
Healthcare
10
271,896
6
7
6
8
Email
Monthly
2025-03-11
55
budgeting;savings strategies;social security
index funds;blue-chip stocks;corporate bonds
3
C4630
68
Retired
23,347
Divorced
1
369
8,800
1,958
4
134,849
Estate Planning
7
811,926
4
7
7
5
Phone
Ad-hoc
2024-12-25
39
budgeting;savings strategies;insurance review
index funds;blue-chip stocks;corporate bonds
3
C4631
83
Retired
74,379
Married
1
379
57,045
3,877
5
558,432
Estate Planning
15
231,245
3
6
7
7
Phone
Quarterly
2024-10-05
48
budgeting;savings strategies;college funding
treasury bonds;money market;CDs
4
C4632
76
Retired
65,961
Married
0
424
30,896
6,486
2
560,916
Estate Planning
5
542,533
5
7
5
3
In-Person
Biannual
2025-11-11
26
budgeting;savings strategies;investment allocation;tax-efficient investing;college funding
index funds;blue-chip stocks;corporate bonds
2
C4633
27
Self-Employed
159,160
Married
2
414
130,616
15,166
1
91,485
Home Purchase
1
658,671
10
7
1
7
App
Annual
2025-06-02
52
mortgage options;down payment;budgeting;savings strategies;risk management
growth stocks;sector ETFs;crypto assets;high-yield savings
3
C4634
25
Salaried
189,072
Single
0
458
242,809
11,159
2
55,845
Wealth Accumulation
7
221,603
9
8
3
5
Phone
Quarterly
2025-03-04
33
investment strategies;tax-loss harvesting;asset location;tax optimization;estate planning
growth stocks;sector ETFs;crypto assets;tax-efficient funds
2
C4635
54
Self-Employed
86,722
Single
0
456
105,318
3,079
4
305,609
Retirement
8
1,665,825
4
9
8
6
App
Quarterly
2025-09-08
45
retirement planning;tax-efficient withdrawal;social security optimization;tax optimization;estate planning
index funds;blue-chip stocks;corporate bonds;Roth IRA
3
C4636
25
Student
15,747
Single
0
394
20,707
1,163
1
1,344
Retirement
41
724,264
7
6
4
8
Phone
Quarterly
2025-11-24
42
retirement planning;savings rate;retirement age;budgeting;savings strategies
growth stocks;sector ETFs;crypto assets;Roth IRA
4
C4637
57
Salaried
246,459
Married
0
458
350,592
17,110
2
595,145
Estate Planning
5
1,697,568
7
9
3
3
In-Person
Ad-hoc
2025-05-01
27
tax optimization;estate planning;charitable giving
growth stocks;sector ETFs;crypto assets;tax-efficient funds
2
C4638
60
Self-Employed
255,757
Widowed
0
468
190,972
13,942
3
1,485,501
Retirement
8
4,114,636
6
6
5
8
Phone
Biannual
2024-08-20
51
retirement planning;savings rate;retirement age;budgeting;savings strategies
index funds;blue-chip stocks;corporate bonds;traditional IRA
4
C4639
60
Salaried
218,335
Divorced
0
487
216,791
7,402
5
648,243
Estate Planning
5
1,380,790
5
8
6
7
Phone
Quarterly
2025-05-27
38
tax optimization;estate planning;emergency fund
index funds;blue-chip stocks;corporate bonds;tax-efficient funds
3
C4640
44
Self-Employed
189,448
Widowed
0
483
208,080
11,938
3
393,515
Retirement
23
6,583,327
8
7
3
5
App
Quarterly
2024-08-08
40
retirement planning;savings rate;retirement age;budgeting;savings strategies
growth stocks;sector ETFs;crypto assets;traditional IRA
2
C4641
48
Salaried
80,657
Married
2
469
157,426
6,351
2
142,446
Home Purchase
7
502,796
7
8
4
4
App
Ad-hoc
2024-09-07
28
mortgage options;down payment;interest rate strategies;tax optimization;estate planning
growth stocks;sector ETFs;crypto assets;high-yield savings
3
C4642
18
Student
4,701
Married
1
360
9,906
586
1
1,612
Education
5
109,741
8
5
3
8
App
Quarterly
2025-08-12
36
education savings;529 plans;budgeting;savings strategies;investment allocation
growth stocks;sector ETFs;crypto assets;529 plan
3
C4643
55
Salaried
244,324
Divorced
0
475
71,638
12,878
3
560,374
Travel
2
13,416
8
7
4
6
Email
Quarterly
2025-10-10
46
budgeting;savings strategies;emergency fund;college funding;credit score
growth stocks;sector ETFs;crypto assets
4
C4644
64
Retired
100,585
Married
1
445
45,656
7,561
6
471,984
Wealth Accumulation
7
100,479
6
9
6
3
Email
Quarterly
2025-01-06
27
investment strategies;tax-loss harvesting;asset location;tax optimization;estate planning
index funds;blue-chip stocks;corporate bonds;tax-efficient funds
2
C4645
25
Salaried
124,753
Widowed
1
426
172,253
6,095
2
50,701
Wealth Accumulation
10
120,232
9
10
2
7
App
Monthly
2025-09-06
48
investment strategies;tax-loss harvesting;asset location;tax optimization;estate planning
growth stocks;sector ETFs;crypto assets;tax-efficient funds
2
C4646
23
Salaried
116,661
Married
0
456
99,377
6,793
2
35,051
Education
3
131,493
7
6
3
7
In-Person
Quarterly
2025-04-03
39
education savings;529 plans;budgeting;savings strategies;college funding
growth stocks;sector ETFs;crypto assets;529 plan
3
C4647
18
Student
7,315
Married
1
318
6,582
786
2
4,997
Education
4
139,228
5
5
6
8
App
Annual
2025-09-28
41
education savings;529 plans;budgeting;savings strategies;charitable giving
index funds;blue-chip stocks;corporate bonds;529 plan
3
C4648
22
Salaried
45,513
Married
1
379
65,834
4,588
2
8,933
Travel
3
8,176
7
7
4
6
App
Biannual
2025-07-09
45
budgeting;savings strategies;business succession
growth stocks;sector ETFs;crypto assets
3
C4649
20
Student
4,724
Married
0
369
5,698
500
2
3,794
Travel
2
10,734
5
4
5
8
App
Monthly
2025-07-06
48
budgeting;savings strategies;retirement income
index funds;blue-chip stocks;corporate bonds
4
C4650
29
Self-Employed
258,023
Divorced
0
467
193,997
11,809
2
216,754
Emergency Fund
1
96,309
9
9
2
6
In-Person
Biannual
2025-01-24
48
tax optimization;estate planning;tax-efficient investing
growth stocks;sector ETFs;crypto assets;tax-efficient funds
3
C4651
64
Salaried
122,962
Married
0
460
65,884
6,675
4
446,717
Retirement
6
2,186,591
6
7
6
5
Email
Monthly
2025-03-08
32
retirement planning;savings rate;retirement age;budgeting;savings strategies
index funds;blue-chip stocks;corporate bonds;traditional IRA
2
C4652
37
Salaried
64,216
Single
1
435
192,992
5,324
4
85,446
Wealth Accumulation
5
80,719
6
7
6
5
App
Ad-hoc
2025-03-21
39
investment strategies;budgeting;savings strategies;retirement income
index funds;blue-chip stocks;corporate bonds
2
C4653
30
Self-Employed
59,142
Divorced
0
425
65,179
3,137
1
32,265
Emergency Fund
1
57,579
7
8
3
7
Chat
Annual
2025-03-30
37
tax optimization;estate planning;social security
growth stocks;sector ETFs;crypto assets;tax-efficient funds
4
C4654
32
Salaried
192,664
Married
1
469
373,901
13,504
5
155,629
Emergency Fund
1
121,334
6
9
6
5
App
Quarterly
2025-11-23
42
tax optimization;estate planning;long-term care;risk management
index funds;blue-chip stocks;corporate bonds;tax-efficient funds
2
C4655
44
Self-Employed
201,784
Married
2
452
537,323
11,494
3
389,376
Retirement
23
7,487,434
9
9
3
7
App
Quarterly
2024-11-22
39
retirement planning;tax-efficient withdrawal;social security optimization;tax optimization;estate planning
growth stocks;sector ETFs;crypto assets;backdoor Roth IRA
4
C4656
36
Salaried
82,805
Married
2
419
225,947
6,106
2
86,955
Business Investment
7
36,179
7
7
4
7
In-Person
Biannual
2025-11-26
41
budgeting;savings strategies;investment allocation
growth stocks;sector ETFs;crypto assets
4
C4657
22
Salaried
116,100
Married
1
435
79,633
6,244
1
27,503
Travel
1
12,869
9
5
2
6
App
Quarterly
2024-12-28
34
budgeting;savings strategies;insurance review
growth stocks;sector ETFs;crypto assets
4
C4658
30
Unemployed
3,515
Single
0
315
10,560
500
3
4,217
Retirement
34
171,012
5
8
6
6
Email
Annual
2024-10-13
46
retirement planning;tax-efficient withdrawal;social security optimization;tax optimization;estate planning
index funds;blue-chip stocks;corporate bonds;Roth IRA
3
C4659
33
Salaried
111,642
Married
1
477
179,141
9,004
2
71,723
Retirement
31
4,081,829
8
9
3
7
Email
Biannual
2025-06-16
39
retirement planning;tax-efficient withdrawal;social security optimization;tax optimization;estate planning
growth stocks;sector ETFs;crypto assets;backdoor Roth IRA
2
C4660
85
Retired
46,137
Widowed
1
363
45,573
3,298
4
445,965
Estate Planning
7
1,697,097
5
8
7
5
In-Person
Biannual
2025-02-26
40
tax optimization;estate planning;social security;insurance review;retirement income
index funds;blue-chip stocks;corporate bonds;tax-efficient funds
3
C4661
33
Salaried
172,059
Married
2
443
475,136
13,326
6
166,672
Retirement
35
9,210,603
5
10
7
5
Email
Monthly
2025-04-20
34
retirement planning;tax-efficient withdrawal;social security optimization;tax optimization;estate planning
index funds;blue-chip stocks;corporate bonds;backdoor Roth IRA
2
C4662
31
Salaried
206,002
Single
1
457
379,615
12,232
4
98,916
Debt Reduction
1
382,122
6
8
5
7
Email
Monthly
2025-06-26
46
debt payoff strategies;debt consolidation;interest rate negotiation;tax optimization;estate planning
index funds;blue-chip stocks;corporate bonds;debt consolidation loan
3
C4663
51
Unemployed
55
Divorced
0
377
64
500
4
1,847
Retirement
9
1,123
1
7
10
6
App
Biannual
2025-05-03
37
retirement planning;savings rate;retirement age;budgeting;savings strategies
treasury bonds;money market;CDs;Roth IRA
3
C4664
63
Salaried
122,515
Single
0
454
73,514
4,133
5
722,358
Retirement
1
1,249,757
4
10
7
7
Phone
Monthly
2025-11-03
56
retirement planning;tax-efficient withdrawal;social security optimization;tax optimization;estate planning
index funds;blue-chip stocks;corporate bonds;backdoor Roth IRA
3
C4665
80
Retired
38,413
Married
1
373
20,225
3,988
6
264,688
Retirement
1
360,713
2
9
10
6
In-Person
Quarterly
2025-07-06
47
retirement planning;tax-efficient withdrawal;social security optimization;tax optimization;estate planning
treasury bonds;money market;CDs;Roth IRA
3
C4666
44
Unemployed
1,228
Widowed
0
341
4,445
500
3
4,233
Home Purchase
2
5,155
5
7
6
5
App
Quarterly
2024-10-19
37
mortgage options;down payment;budgeting;savings strategies;retirement income
index funds;blue-chip stocks;corporate bonds;high-yield savings
3
C4667
51
Unemployed
3,615
Married
2
355
1,468
500
4
3,894
Travel
2
20,223
3
7
8
5
Phone
Biannual
2024-12-25
37
budgeting;savings strategies;charitable giving
treasury bonds;money market;CDs
2
C4668
67
Retired
43,820
Married
1
409
65,579
3,882
5
281,157
Estate Planning
15
987,109
2
9
10
5
Phone
Quarterly
2025-11-08
36
tax optimization;estate planning;insurance review;long-term care;credit score
treasury bonds;money market;CDs;tax-efficient funds
3
C4669
70
Retired
96,450
Single
0
447
78,686
5,979
3
535,106
Travel
1
18,741
4
5
7
5
Phone
Monthly
2025-08-26
29
budgeting;savings strategies;long-term care;tax-efficient investing;insurance review
index funds;blue-chip stocks;corporate bonds
4
C4670
58
Unemployed
928
Married
2
378
593
500
3
3,854
Retirement
12
18,632
4
9
8
7
Phone
Annual
2025-03-01
46
retirement planning;tax-efficient withdrawal;social security optimization;tax optimization;estate planning
index funds;blue-chip stocks;corporate bonds;Roth IRA
3
C4671
41
Self-Employed
179,376
Single
0
493
386,167
8,570
1
393,166
Home Purchase
3
750,955
9
10
1
5
Email
Quarterly
2025-03-05
38
mortgage options;down payment;interest rate strategies;tax optimization;estate planning
growth stocks;sector ETFs;crypto assets;high-yield savings
3
C4672
53
Salaried
110,994
Married
2
465
83,565
11,059
5
284,282
Healthcare
10
139,490
4
9
7
7
Phone
Quarterly
2024-10-17
40
tax optimization;estate planning;retirement income;business succession;college funding
index funds;blue-chip stocks;corporate bonds;tax-efficient funds
3
C4673
24
Salaried
165,240
Widowed
1
417
349,088
8,033
1
43,448
Travel
1
22,436
10
7
1
7
Email
Annual
2025-12-13
47
budgeting;savings strategies;emergency fund;long-term care
growth stocks;sector ETFs;crypto assets
4
C4674
28
Self-Employed
105,108
Married
2
437
160,621
9,277
1
54,305
Home Purchase
5
604,420
9
7
1
8
App
Quarterly
2025-05-11
56
mortgage options;down payment;budgeting;savings strategies;investment allocation
growth stocks;sector ETFs;crypto assets;high-yield savings
4
C4675
25
Salaried
137,912
Married
1
457
219,199
6,930
2
42,890
Retirement
37
6,478,505
9
7
2
7
Phone
Biannual
2025-12-08
47
retirement planning;savings rate;retirement age;budgeting;savings strategies
growth stocks;sector ETFs;crypto assets;traditional IRA
3
C4676
34
Unemployed
4,681
Married
1
334
17,973
538
2
3,424
Home Purchase
3
28,453
6
5
4
7
Email
Quarterly
2025-12-15
47
mortgage options;down payment;budgeting;savings strategies;emergency fund
index funds;blue-chip stocks;corporate bonds;high-yield savings
3
C4677
25
Salaried
121,992
Married
0
405
114,419
9,451
3
32,259
Debt Reduction
2
115,949
7
7
4
6
In-Person
Annual
2025-08-23
40
debt payoff strategies;budgeting;savings strategies;investment allocation
growth stocks;sector ETFs;crypto assets;debt consolidation loan
2
C4678
33
Salaried
60,877
Married
2
452
190,901
6,339
5
56,188
Retirement
33
2,738,889
5
7
7
4
Email
Annual
2025-05-27
31
retirement planning;savings rate;retirement age;budgeting;savings strategies
index funds;blue-chip stocks;corporate bonds;Roth IRA
3
C4679
24
Salaried
142,814
Married
0
448
228,839
6,956
3
46,660
Travel
1
12,087
7
8
4
6
App
Quarterly
2025-12-03
38
tax optimization;estate planning;college funding;emergency fund;long-term care
growth stocks;sector ETFs;crypto assets;tax-efficient funds
3
C4680
39
Unemployed
1,607
Married
3
383
3,583
500
2
293
Wealth Accumulation
7
1,334
5
6
6
5
Email
Quarterly
2025-07-02
30
investment strategies;budgeting;savings strategies;credit score;medicare
index funds;blue-chip stocks;corporate bonds
3
C4681
22
Student
15,894
Divorced
2
394
22,804
1,681
3
4,337
Travel
2
10,536
6
6
6
5
Email
Biannual
2025-04-20
26
budgeting;savings strategies;long-term care;tax-efficient investing;business succession
index funds;blue-chip stocks;corporate bonds
3
C4682
72
Retired
55,646
Married
0
383
87,355
4,050
2
370,918
Healthcare
7
77,041
6
6
5
3
Phone
Quarterly
2025-04-12
20
budgeting;savings strategies;investment allocation;retirement income
index funds;blue-chip stocks;corporate bonds
3
C4683
42
Self-Employed
257,702
Married
2
496
337,820
25,442
3
423,087
Retirement
21
8,090,973
9
10
3
8
Email
Monthly
2025-08-25
62
retirement planning;tax-efficient withdrawal;social security optimization;tax optimization;estate planning
growth stocks;sector ETFs;crypto assets;backdoor Roth IRA
3
C4684
50
Self-Employed
88,010
Divorced
0
461
22,701
5,699
2
185,650
Retirement
17
1,929,896
6
8
5
6
Chat
Annual
2025-11-08
38
retirement planning;tax-efficient withdrawal;social security optimization;tax optimization;estate planning
index funds;blue-chip stocks;corporate bonds;Roth IRA
3
C4685
22
Salaried
147,188
Married
0
422
197,485
7,564
2
24,161
Home Purchase
3
954,591
8
9
2
5
Email
Quarterly
2024-07-09
42
mortgage options;down payment;interest rate strategies;tax optimization;estate planning
growth stocks;sector ETFs;crypto assets;high-yield savings
3
C4686
49
Salaried
206,072
Married
2
519
343,960
14,141
2
428,312
Business Investment
15
76,003
8
8
3
6
App
Quarterly
2025-05-01
46
tax optimization;estate planning;tax strategies
growth stocks;sector ETFs;crypto assets;tax-efficient funds
2
C4687
73
Retired
91,949
Single
2
434
52,962
6,337
7
751,493
Travel
1
12,395
1
8
10
5
In-Person
Quarterly
2025-09-26
33
tax optimization;estate planning;retirement income;long-term care;college funding
treasury bonds;money market;CDs;tax-efficient funds
2
C4688
57
Self-Employed
238,123
Married
1
475
377,292
17,833
2
774,373
Retirement
7
3,989,923
8
10
3
4
App
Biannual
2025-07-27
33
retirement planning;tax-efficient withdrawal;social security optimization;tax optimization;estate planning
growth stocks;sector ETFs;crypto assets;backdoor Roth IRA
2
C4689
21
Student
12,254
Single
2
351
9,328
1,043
1
987
Education
5
108,124
7
5
4
5
Phone
Quarterly
2025-02-06
30
education savings;529 plans;budgeting;savings strategies;college funding
growth stocks;sector ETFs;crypto assets;529 plan
3
C4690
24
Salaried
85,843
Widowed
2
421
149,382
4,896
1
19,148
Travel
1
18,442
8
5
3
7
Chat
Biannual
2025-08-31
44
budgeting;savings strategies;tax strategies;medicare
growth stocks;sector ETFs;crypto assets
3
C4691
45
Salaried
124,289
Married
1
471
181,176
8,566
2
174,814
Business Investment
10
110,593
7
8
3
5
Phone
Ad-hoc
2025-07-11
33
tax optimization;estate planning;charitable giving;insurance review
growth stocks;sector ETFs;crypto assets;tax-efficient funds
3
C4692
29
Self-Employed
283,661
Married
2
442
520,310
23,622
1
239,642
Debt Reduction
2
260,574
9
7
2
8
App
Quarterly
2025-08-05
50
debt payoff strategies;budgeting;savings strategies;social security
growth stocks;sector ETFs;crypto assets;debt consolidation loan
4
C4693
61
Self-Employed
200,517
Married
2
435
168,432
20,804
4
1,281,385
Wealth Accumulation
7
278,866
5
10
6
6
Chat
Annual
2025-01-18
52
investment strategies;tax-loss harvesting;asset location;tax optimization;estate planning
index funds;blue-chip stocks;corporate bonds;tax-efficient funds
2
C4694
49
Salaried
189,412
Married
0
461
660,595
15,664
3
536,211
Wealth Accumulation
7
189,780
8
9
4
5
Phone
Biannual
2024-11-04
31
investment strategies;tax-loss harvesting;asset location;tax optimization;estate planning
growth stocks;sector ETFs;crypto assets;tax-efficient funds
2
C4695
72
Retired
25,437
Single
1
416
32,172
2,313
5
143,103
Healthcare
10
105,766
3
5
9
8
Email
Biannual
2025-02-25
53
budgeting;savings strategies;college funding;tax strategies;emergency fund
treasury bonds;money market;CDs
3
C4696
60
Retired
86,664
Widowed
0
422
126,128
4,803
3
249,807
Retirement
7
1,359,972
4
6
7
7
Email
Quarterly
2025-04-08
41
retirement planning;savings rate;retirement age;budgeting;savings strategies
index funds;blue-chip stocks;corporate bonds;Roth IRA
4
C4697
50
Unemployed
3,703
Married
2
361
5,284
500
3
3,704
Retirement
20
109,567
4
7
6
5
Email
Monthly
2025-06-11
38
retirement planning;savings rate;retirement age;budgeting;savings strategies
index funds;blue-chip stocks;corporate bonds;Roth IRA
2
C4698
83
Retired
61,466
Married
1
389
52,037
6,049
5
513,174
Estate Planning
10
1,893,883
1
8
9
4
App
Annual
2025-02-24
32
tax optimization;estate planning;charitable giving;credit score
treasury bonds;money market;CDs;tax-efficient funds
3
C4699
31
Self-Employed
64,324
Single
1
446
204,254
5,883
2
32,534
Home Purchase
1
310,996
7
6
4
7
Email
Quarterly
2025-02-09
43
mortgage options;down payment;budgeting;savings strategies;estate planning
growth stocks;sector ETFs;crypto assets;high-yield savings
3
C4700
24
Student
7,633
Single
0
357
8,089
629
1
3,670
Travel
1
7,841
7
6
4
7
App
Biannual
2025-07-10
46
budgeting;savings strategies;long-term care
growth stocks;sector ETFs;crypto assets
3