Real ChatGPT answer · index seedQa8YykBQp5McompleteInsurance · business insurancecommercial

What do people on Reddit say about the actual cost savings of using digital insurers for small business commercial leases?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What do people on Reddit say about the actual cost savings of using digital insurers for small business commercial leases?
3 real searches · 1 real-search pass
site:reddit.com small business commercial lease insurance online insurer savings cost digital insurer NEXT Hiscox ThimbleGoogle ↗
OBSERVEDOther / navigational
site:reddit.com/r/smallbusiness commercial general liability insurance online vs broker cost leaseGoogle ↗
OBSERVEDComparison
site:reddit.com business insurance NEXT insurance cheaper commercial lease landlord certificate insuranceGoogle ↗
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 / navigational33%Comparison67%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 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
site:reddit.com small business commercial lease insurance online insurer savings cost digital insurer NEXT Hiscox Thimble Google ↗
site:reddit.com/r/smallbusiness commercial general liability insurance online vs broker cost lease Google ↗
site:reddit.com business insurance NEXT insurance cheaper commercial lease landlord certificate insurance Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
site:reddit.com small business commercial lease insurance online insurer savings cost digital insurer NEXT Hiscox Thimble
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
site:reddit.com/r/smallbusiness commercial general liability insurance online vs broker cost lease
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
site:reddit.com business insurance NEXT insurance cheaper commercial lease landlord certificate insurance
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1