Real ChatGPT answer · index seedxsLgPKR71LMcompleteFinance and banking · budgeting and savinginformational

How much should a couple in their late thirties have saved for retirement to stay on track for age sixty-five?

ChatGPTgpt-62 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How much should a couple in their late thirties have saved for retirement to stay on track for age sixty-five?
2 real searches · 1 real-search pass
Fidelity retirement savings benchmarks age 40 3x salary age 50 6x salary 2026Google ↗
OBSERVED
retirement savings guidelines couples late 30s age 40 3 times income Social Security retirement planningGoogle ↗
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 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
Fidelity retirement savings benchmarks age 40 3x salary age 50 6x salary 2026 Google ↗
retirement savings guidelines couples late 30s age 40 3 times income Social Security retirement planning Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Fidelity retirement savings benchmarks age 40 3x salary age 50 6x salary 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
retirement savings guidelines couples late 30s age 40 3 times income Social Security retirement planning
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1