Real ChatGPT answer · index seed2pRzzVvcklEcompleteInsurance · auto insurancebrand

Does Progressive offer a good student discount for college undergrads who only drive my car during holidays, or should I look into switching my policy to Travelers?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Does Progressive offer a good student discount for college undergrads who only drive my car during holidays, or should I look into switching my policy to Travelers?
3 real searches · 1 real-search pass
Progressive student discounts distant student away at school good student discount official auto insurance 2026Google ↗
OBSERVEDOther / navigational
Travelers student discounts away at school good student discount official auto insuranceGoogle ↗
OBSERVEDOther / navigational
Nevada auto insurance college student away at school occasional driver household resident disclosureGoogle ↗
OBSERVEDConsequence

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 / navigational67%ComparisonConsequence33%ReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 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
Progressive student discounts distant student away at school good student discount official auto insurance 2026 Google ↗
Travelers student discounts away at school good student discount official auto insurance Google ↗
Nevada auto insurance college student away at school occasional driver household resident disclosure Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Progressive student discounts distant student away at school good student discount official auto insurance 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Travelers student discounts away at school good student discount official auto insurance
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Nevada auto insurance college student away at school occasional driver household resident disclosure
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1