Real ChatGPT answer · index seedZNhoxPKD1ukcompleteAutomotive · car buying processcomparison

What are the primary differences in battery degradation warranties between the Rivian R1S and the Ford F-150 Lightning after eight years of ownership?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the primary differences in battery degradation warranties between the Rivian R1S and the Ford F-150 Lightning after eight years of ownership?
2 real searches · 1 real-search pass
Rivian R1S battery warranty 8 years 175000 miles 70% capacity retention official warrantyGoogle ↗
OBSERVEDReason
Ford F-150 Lightning high voltage battery warranty 8 years 100000 miles 70% capacity official warrantyGoogle ↗
OBSERVEDReason

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 (2)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
Rivian R1S battery warranty 8 years 175000 miles 70% capacity retention official warranty Google ↗
Ford F-150 Lightning high voltage battery warranty 8 years 100000 miles 70% capacity official warranty Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Rivian R1S battery warranty 8 years 175000 miles 70% capacity retention official warranty
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Ford F-150 Lightning high voltage battery warranty 8 years 100000 miles 70% capacity official warranty
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1