Real ChatGPT answer · index seed8L7ZexgMcVAcompleteCareers and HR · workplace benefitscomparison

Empower retirement account management versus Fidelity, which one has lower hidden fees and better investment options for a family long term?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Empower retirement account management versus Fidelity, which one has lower hidden fees and better investment options for a family long term?
3 real searches · 1 real-search pass
Empower vs Fidelity retirement account fees advisory fees investment options 2026 officialGoogle ↗
OBSERVEDComparison
Empower retirement account fees advisory managed account 401k fee schedule investment options officialGoogle ↗
OBSERVEDComparison
Fidelity retirement account fees IRA brokerage commissions expense ratios official fee scheduleGoogle ↗
OBSERVEDReason

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 (3)
Short factOther / navigationalComparison67%ConsequenceReason33%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
Empower vs Fidelity retirement account fees advisory fees investment options 2026 official Google ↗
Empower retirement account fees advisory managed account 401k fee schedule investment options official Google ↗
Fidelity retirement account fees IRA brokerage commissions expense ratios official fee schedule Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Empower vs Fidelity retirement account fees advisory fees investment options 2026 official
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Empower retirement account fees advisory managed account 401k fee schedule investment options official
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Fidelity retirement account fees IRA brokerage commissions expense ratios official fee schedule
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1