Real ChatGPT answer · index seedx7yTLDHFxUgcompleteFinance and banking · retirement accountscomparison

Could you break down the lifecycle fund options in the Thrift Savings Plan and compare their expense ratios to Vanguard index funds?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Could you break down the lifecycle fund options in the Thrift Savings Plan and compare their expense ratios to Vanguard index funds?
3 real searches · 1 real-search pass
2026 TSP Lifecycle Funds expense ratio fees L Income L 2030 L 2040 officialGoogle ↗
OBSERVED
Vanguard index fund expense ratios 2026 VTSAX VTIAX VBTLX VFIAX officialGoogle ↗
OBSERVED
TSP Lifecycle funds allocation glide path L Income L 2030 L 2040 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
2026 TSP Lifecycle Funds expense ratio fees L Income L 2030 L 2040 official Google ↗
Vanguard index fund expense ratios 2026 VTSAX VTIAX VBTLX VFIAX official Google ↗
TSP Lifecycle funds allocation glide path L Income L 2030 L 2040 official Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 TSP Lifecycle Funds expense ratio fees L Income L 2030 L 2040 official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Vanguard index fund expense ratios 2026 VTSAX VTIAX VBTLX VFIAX official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
TSP Lifecycle funds allocation glide path L Income L 2030 L 2040 official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1