Real ChatGPT answer · index seedTtSqH6iRS60completeInsurance · umbrella insurancecomparison

Comparing Erie Insurance and Progressive umbrella policies, which one provides better value for money when covering a side hustle run from a residential home?

ChatGPTgpt-64 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Comparing Erie Insurance and Progressive umbrella policies, which one provides better value for money when covering a side hustle run from a residential home?
4 real searches · 1 real-search pass
Erie Insurance personal umbrella policy business activities exclusion home based business official policyGoogle ↗
OBSERVEDOther / navigational
Progressive personal umbrella policy business activities exclusion home based business official policyGoogle ↗
OBSERVEDOther / navigational
Erie Insurance umbrella policy limits underlying coverage business liability officialGoogle ↗
OBSERVEDReason
Progressive umbrella insurance business liability home business coverage officialGoogle ↗
OBSERVEDDefinition

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 (4)
Short factOther / navigational50%ComparisonConsequenceReason25%Definition25%InstructionYes / no

Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT4 real searches · gpt-6
Erie Insurance personal umbrella policy business activities exclusion home based business official policy Google ↗
Progressive personal umbrella policy business activities exclusion home based business official policy Google ↗
Erie Insurance umbrella policy limits underlying coverage business liability official Google ↗
Progressive umbrella insurance business liability home business coverage official Google ↗
  1. business umbrella · talktoyouragent.com
  2. Umbrella Insurance: Get a Free Quote · progressive.com
  3. Home Business Insurance: Get a Quote · progressivecommercial.com
  4. What Does Umbrella Insurance Cover? · progressive.com
  5. States of Operation · ei-prd-fe.erieinsurance.com
  6. Erie Insurance Review: Auto & Home · valuepenguin.com

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Erie Insurance personal umbrella policy business activities exclusion home based business official policy
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Progressive personal umbrella policy business activities exclusion home based business official policy
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Erie Insurance umbrella policy limits underlying coverage business liability official
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Progressive umbrella insurance business liability home business coverage official
OBSERVED
Google ↗
AI Mode ↗
—Definition——1x
of 1