Real ChatGPT answer · index seedigJkZRyL4dkcompleteInsurance · umbrella insurancecomparison

Which insurance company offers better defamation coverage in their umbrella policy between Liberty Mutual and Farmers for active social media users

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

The searches the AI actually ran for this prompt.

SEED QUERY
Which insurance company offers better defamation coverage in their umbrella policy between Liberty Mutual and Farmers for active social media users
3 real searches · 1 real-search pass
Liberty Mutual vs Farmers umbrella insurance defamation libel slander coverage policy forms social mediaGoogle ↗
OBSERVED
Liberty Mutual personal umbrella policy personal injury libel slander defamation exclusions policy wordingGoogle ↗
OBSERVED
Farmers personal umbrella policy personal injury libel slander defamation exclusions policy wordingGoogle ↗
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
Liberty Mutual vs Farmers umbrella insurance defamation libel slander coverage policy forms social media Google ↗
Liberty Mutual personal umbrella policy personal injury libel slander defamation exclusions policy wording Google ↗
Farmers personal umbrella policy personal injury libel slander defamation exclusions policy wording Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Liberty Mutual vs Farmers umbrella insurance defamation libel slander coverage policy forms social media
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Liberty Mutual personal umbrella policy personal injury libel slander defamation exclusions policy wording
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Farmers personal umbrella policy personal injury libel slander defamation exclusions policy wording
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1