Real ChatGPT answer · index seedcK2Isn7MyLQcompleteFinance and banking · retirement accountscomparison

I am trying to decide between using the SoFi automated retirement planner or managing my own low cost index funds on another platform today.

ChatGPTgpt-63 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
I am trying to decide between using the SoFi automated retirement planner or managing my own low cost index funds on another platform today.
3 real searches · 1 real-search pass
SoFi automated investing retirement planner 2026 fees availability advisory fee portfolio detailsGoogle ↗
OBSERVED
SoFi automated investing account current status new accounts 2026Google ↗
OBSERVED
low cost index fund investing expense ratios diversification retirement investor SEC investor.gov robo advisor feesGoogle ↗
OBSERVED

Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.

Query classes

Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.

Classifying 3 queries…

Searches and sources

ChatGPT3 real searches · gpt-6
SoFi automated investing retirement planner 2026 fees availability advisory fee portfolio details Google ↗
SoFi automated investing account current status new accounts 2026 Google ↗
low cost index fund investing expense ratios diversification retirement investor SEC investor.gov robo advisor fees Google ↗
  1. What is SoFi Invest? · support.sofi.com
  2. Are there advisory fees for SoFi Robo Invest accounts? · support.sofi.com
  3. What Is Automated Investing? · sofi.com
  4. Index Funds · investor.gov
  5. Investor Bulletin: Index Funds · investor.gov
  6. Robo Ranking · condorcapital.com
  7. 7 Hybrid Adviser Services, Reviewed · kiplinger.com

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
SoFi automated investing retirement planner 2026 fees availability advisory fee portfolio details
OBSERVED
Google ↗
AI Mode ↗
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of 1
SoFi automated investing account current status new accounts 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
low cost index fund investing expense ratios diversification retirement investor SEC investor.gov robo advisor fees
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1