Real ChatGPT answer · index seedsEMWaANufVwcompleteInsurance · auto insurancecommercial

Which insurance companies provide the highest safe driver discount percentage right out of the gate for new customers with clean records?

ChatGPTgpt-66 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which insurance companies provide the highest safe driver discount percentage right out of the gate for new customers with clean records?
6 real searches · 1 real-search pass
largest auto insurance safe driver discount percentage clean driving record new customers accident free discount official insurer 2026Google ↗
OBSERVED
site:geico.com auto insurance good driver discount accident free percentageGoogle ↗
OBSERVED
site:statefarm.com safe driver discount percentage accident free discountGoogle ↗
OBSERVED
site:nationwide.com auto insurance safe driver discount SmartRide up to 40 percentGoogle ↗
OBSERVED
site:travelers.com auto insurance safe driver discount accident free discount percentageGoogle ↗
OBSERVED
site:libertymutual.com auto insurance safe driver discount percentage RightTrackGoogle ↗
OBSERVED

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.

Classifying 6 queries…

Searches and sources

ChatGPT6 real searches · gpt-6
largest auto insurance safe driver discount percentage clean driving record new customers accident free discount official insurer 2026 Google ↗
site:geico.com auto insurance good driver discount accident free percentage Google ↗
site:statefarm.com safe driver discount percentage accident free discount Google ↗
site:nationwide.com auto insurance safe driver discount SmartRide up to 40 percent Google ↗
site:travelers.com auto insurance safe driver discount accident free discount percentage Google ↗
site:libertymutual.com auto insurance safe driver discount percentage RightTrack 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.

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

Queries

6 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
largest auto insurance safe driver discount percentage clean driving record new customers accident free discount official insurer 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
site:geico.com auto insurance good driver discount accident free percentage
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
site:statefarm.com safe driver discount percentage accident free discount
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
site:nationwide.com auto insurance safe driver discount SmartRide up to 40 percent
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
site:travelers.com auto insurance safe driver discount accident free discount percentage
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
site:libertymutual.com auto insurance safe driver discount percentage RightTrack
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1