Real ChatGPT answer · index seedvBzeDh6VkrUcompleteAutomotive · new carscommercial

Can you provide a cost-benefit analysis of purchasing an OEM extended service contract versus an independent provider for a new Lexus LC 500?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you provide a cost-benefit analysis of purchasing an OEM extended service contract versus an independent provider for a new Lexus LC 500?
3 real searches · 1 real-search pass
Lexus Extra Care Platinum vehicle service agreement coverage terms new vehicle LC 500 2026 deductible transfer cancellationGoogle ↗
OBSERVEDOther / navigational
Lexus LC 500 warranty 4 year 50000 mile 6 year 70000 mile official LexusGoogle ↗
OBSERVEDReason
independent vehicle service contract Lexus Fidelity warranty coverage exclusion repair facility cancellation termsGoogle ↗
OBSERVEDComparison

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 / navigational33%Comparison33%ConsequenceReason33%DefinitionInstructionYes / 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
Lexus Extra Care Platinum vehicle service agreement coverage terms new vehicle LC 500 2026 deductible transfer cancellation Google ↗
Lexus LC 500 warranty 4 year 50000 mile 6 year 70000 mile official Lexus Google ↗
independent vehicle service contract Lexus Fidelity warranty coverage exclusion repair facility cancellation terms Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Lexus Extra Care Platinum vehicle service agreement coverage terms new vehicle LC 500 2026 deductible transfer cancellation
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Lexus LC 500 warranty 4 year 50000 mile 6 year 70000 mile official Lexus
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
independent vehicle service contract Lexus Fidelity warranty coverage exclusion repair facility cancellation terms
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1