Real ChatGPT answer · index seedZ20MaybHkAgcompleteFinance and banking · investing and brokeragescommercial
I am comparing SoFi automated investing portfolios versus managing my own index funds on Fidelity, which is better for a beginner starting today?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I am comparing SoFi automated investing portfolios versus managing my own index funds on Fidelity, which is better for a beginner starting today?
2 real searches · 1 real-search pass
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.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
SoFi automated investing current fees portfolio management 2026 official Google ↗
Fidelity zero expense ratio index funds FZROX FZILX official fees 2026 Google ↗
- No minimum investment mutual funds · fidelity.com
- Straightforward and Transparent Pricing · fidelity.com
- ADV 2A Appx Wrap Fee Program Brochure 02.27.25 (final) · d32ijn7u0aqfv4.cloudfront.net
- What Is Automated Investing? · sofi.com
- Frequently Asked Questions · fidelity.com
- Transfer Your Assets-Investments to Fidelity · fidelity.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
SoFi automated investing current fees portfolio management 2026 official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Fidelity zero expense ratio index funds FZROX FZILX official fees 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Yes / no | — | — | 1x of 1 |