Real ChatGPT answer · index seedJdyh3EthyfAcompleteInsurance · business insurancebrand

Which competing carriers offer better pricing and broader coverage than Liberty Mutual for cyber liability insurance tailored to professional service firms?

ChatGPTgpt-63 queries10/30/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which competing carriers offer better pricing and broader coverage than Liberty Mutual for cyber liability insurance tailored to professional service firms?
3 real searches · 1 real-search pass
2026 cyber insurance market pricing professional services small business carriers coverage trendsGoogle ↗
OBSERVEDReason
cyber liability insurance carriers professional services firms comparison pricing coverage Coalition Travelers Hiscox Chubb Beazley AXA XL 2026Google ↗
OBSERVEDComparison
Liberty Mutual cyber insurance professional services coverage policy cyber liability competitors pricing comparisonGoogle ↗
OBSERVEDComparison

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.

ChatGPT real searches (3)
Short factOther / navigationalComparison67%ConsequenceReason33%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
2026 cyber insurance market pricing professional services small business carriers coverage trends Google ↗
cyber liability insurance carriers professional services firms comparison pricing coverage Coalition Travelers Hiscox Chubb Beazley AXA XL 2026 Google ↗
Liberty Mutual cyber insurance professional services coverage policy cyber liability competitors pricing comparison Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 cyber insurance market pricing professional services small business carriers coverage trends
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
cyber liability insurance carriers professional services firms comparison pricing coverage Coalition Travelers Hiscox Chubb Beazley AXA XL 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Liberty Mutual cyber insurance professional services coverage policy cyber liability competitors pricing comparison
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1