Real ChatGPT answer · index seedlOPmMLoutYwcompleteFinance and banking · retirement accountscomparison

What are the Betterment automated investing costs for business accounts compared to managing my own low cost index funds through Vanguard?

ChatGPTgpt-61 query10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the Betterment automated investing costs for business accounts compared to managing my own low cost index funds through Vanguard?
1 real search · 1 real-search pass
Betterment business investing account fees pricing business accounts 2026 advisory feeGoogle ↗
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 (1)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
Betterment business investing account fees pricing business accounts 2026 advisory fee Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Betterment business investing account fees pricing business accounts 2026 advisory fee
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1