Real ChatGPT answer · index seedWy3RkBiy9YAcompleteInsurance · auto insurancecommercial

Which top tier auto insurers still honor the good student discount for college juniors enrolled full time in graduate level courses and what are their specific age cutoffs?

ChatGPTgpt-68 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which top tier auto insurers still honor the good student discount for college juniors enrolled full time in graduate level courses and what are their specific age cutoffs?
8 real searches · 1 real-search pass
official auto insurer good student discount age limit graduate student full time State Farm GEICO Allstate Nationwide Travelers USAA Farmers 2026Google ↗
OBSERVEDOther / navigational
site:statefarm.com auto good student discount under 25 graduate student full timeGoogle ↗
OBSERVEDOther / navigational
site:geico.com good student discount age limit graduate school full timeGoogle ↗
OBSERVEDOther / navigational
site:allstate.com good student discount age limit graduate studentGoogle ↗
OBSERVEDOther / navigational
site:nationwide.com good student discount age limit autoGoogle ↗
OBSERVEDOther / navigational
site:travelers.com good student discount age limit autoGoogle ↗
OBSERVEDOther / navigational
site:usaa.com good student discount age limit autoGoogle ↗
OBSERVEDOther / navigational
site:progressive.com good student discount age limit autoGoogle ↗
OBSERVEDOther / navigational

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 (8)
Short factOther / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 7 of 8 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT8 real searches · gpt-6
official auto insurer good student discount age limit graduate student full time State Farm GEICO Allstate Nationwide Travelers USAA Farmers 2026 Google ↗
site:statefarm.com auto good student discount under 25 graduate student full time Google ↗
site:geico.com good student discount age limit graduate school full time Google ↗
site:allstate.com good student discount age limit graduate student Google ↗
site:nationwide.com good student discount age limit auto Google ↗
site:travelers.com good student discount age limit auto Google ↗
site:usaa.com good student discount age limit auto Google ↗
site:progressive.com good student discount age limit auto Google ↗

Semantic map

Every query placed by meaning (EmbeddingGemma 2, 256-d). Shaded regions are topics, nearby points are near-paraphrases, and a circle's size is how often the query came back.

Colour
Hover a query to see its counterpart · zoom with Ctrl/⌘ + scroll, a pinch, double-click or +

Queries

8 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
official auto insurer good student discount age limit graduate student full time State Farm GEICO Allstate Nationwide Travelers USAA Farmers 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
site:statefarm.com auto good student discount under 25 graduate student full time
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
site:geico.com good student discount age limit graduate school full time
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
site:allstate.com good student discount age limit graduate student
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
site:nationwide.com good student discount age limit auto
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
site:travelers.com good student discount age limit auto
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
site:usaa.com good student discount age limit auto
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
site:progressive.com good student discount age limit auto
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1