Real ChatGPT answer · index seedJYDHPQbmtqUcompleteInsurance · auto insurancecomparison

Does AAA offer a better loyalty retention discount than Progressive for long-term policyholders who have incurred a minor speeding infraction?

ChatGPTgpt-63 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Does AAA offer a better loyalty retention discount than Progressive for long-term policyholders who have incurred a minor speeding infraction?
3 real searches · 1 real-search pass
AAA auto insurance loyalty discount long-term policyholders renewal discount speeding ticket VirginiaGoogle ↗
OBSERVED
Progressive auto insurance loyalty discount long-term customers speeding ticket renewal VirginiaGoogle ↗
OBSERVED
AAA Virginia auto insurance discounts longevity loyalty renewal policyholderGoogle ↗
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 3 queries…

Searches and sources

ChatGPT3 real searches · gpt-6
AAA auto insurance loyalty discount long-term policyholders renewal discount speeding ticket Virginia Google ↗
Progressive auto insurance loyalty discount long-term customers speeding ticket renewal Virginia Google ↗
AAA Virginia auto insurance discounts longevity loyalty renewal policyholder Google ↗
  1. Insurance Discounts · ace.aaa.com
  2. Car Insurance · mwg.aaa.com
  3. Progressive Loyalty Rewards · progressive.com
  4. Car Insurance Discounts to Help You Save · progressive.com
  5. Do Tickets Affect Your Insurance Rate? · progressive.com

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
AAA auto insurance loyalty discount long-term policyholders renewal discount speeding ticket Virginia
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Progressive auto insurance loyalty discount long-term customers speeding ticket renewal Virginia
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
AAA Virginia auto insurance discounts longevity loyalty renewal policyholder
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1