Real ChatGPT answer · index seedur19E8yCKzYcompleteInsurance · umbrella insurancebrand

How do actuaries calculate the premium for a twenty million dollar personal umbrella policy for a retired executive with significant public speaking engagements?

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

The searches the AI actually ran for this prompt.

SEED QUERY
How do actuaries calculate the premium for a twenty million dollar personal umbrella policy for a retired executive with significant public speaking engagements?
2 real searches · 1 real-search pass
personal umbrella insurance underwriting factors excess liability policy underlying limits exclusions business activities public speakingGoogle ↗
OBSERVED
actuarial excess liability umbrella insurance pricing expected losses severity reinsurance large limitsGoogle ↗
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
personal umbrella insurance underwriting factors excess liability policy underlying limits exclusions business activities public speaking Google ↗
actuarial excess liability umbrella insurance pricing expected losses severity reinsurance large limits Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
personal umbrella insurance underwriting factors excess liability policy underlying limits exclusions business activities public speaking
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
actuarial excess liability umbrella insurance pricing expected losses severity reinsurance large limits
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1