Real ChatGPT answer · index seedxJTfCxpT7xkcompleteFinance and banking · investing and brokeragesbrand

Can you check if Wealthfront is a better alternative to Betterment based on recent performance and fees?

ChatGPTgpt-64 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you check if Wealthfront is a better alternative to Betterment based on recent performance and fees?
4 real searches · 1 real-search pass
Wealthfront vs Betterment 2026 advisory fees portfolio performance historical returns officialGoogle ↗
OBSERVEDComparison
Wealthfront investment portfolio performance annualized returns 2025 2026 official disclosuresGoogle ↗
OBSERVEDReason
Betterment portfolio performance annualized returns 2025 2026 official disclosuresGoogle ↗
OBSERVEDConsequence
Wealthfront pricing advisory fee 0.25% Betterment pricing 2026 officialGoogle ↗
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 (4)
Short factOther / navigationalComparison25%Consequence25%Reason50%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT4 real searches · gpt-6
Wealthfront vs Betterment 2026 advisory fees portfolio performance historical returns official Google ↗
Wealthfront investment portfolio performance annualized returns 2025 2026 official disclosures Google ↗
Betterment portfolio performance annualized returns 2025 2026 official disclosures Google ↗
Wealthfront pricing advisory fee 0.25% Betterment pricing 2026 official Google ↗

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Wealthfront vs Betterment 2026 advisory fees portfolio performance historical returns official
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Wealthfront investment portfolio performance annualized returns 2025 2026 official disclosures
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Betterment portfolio performance annualized returns 2025 2026 official disclosures
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
Wealthfront pricing advisory fee 0.25% Betterment pricing 2026 official
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1