Real ChatGPT answer · index seedHS6qHRMWSN4completeFinance and banking · retirement accountscomparison

Between Vanguard index fund selection and Betterment automated investing, which option provides better customer support for retirees who are not tech savvy?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Between Vanguard index fund selection and Betterment automated investing, which option provides better customer support for retirees who are not tech savvy?
3 real searches · 1 real-search pass
Vanguard customer service phone support hours human advisor retirement investors official; Betterment customer support phone support hours human advisor officialGoogle ↗
OBSERVED
Vanguard customer service phone support hours retirement services human representative officialGoogle ↗
OBSERVED
Betterment customer support phone support hours human advisor retirement officialGoogle ↗
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
Vanguard customer service phone support hours human advisor retirement investors official; Betterment customer support phone support hours human advisor official Google ↗
Vanguard customer service phone support hours retirement services human representative official Google ↗
Betterment customer support phone support hours human advisor retirement official Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Vanguard customer service phone support hours human advisor retirement investors official; Betterment customer support phone support hours human advisor official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Vanguard customer service phone support hours retirement services human representative official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Betterment customer support phone support hours human advisor retirement official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1