Real ChatGPT answer · index seedhK1QrxpIxl8completeAutomotive · electric vehiclescomparison

Break down the labor hours and specialized diagnostic tools required by dealerships to perform an EV battery health diagnostic and cell balancing procedure.

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Break down the labor hours and specialized diagnostic tools required by dealerships to perform an EV battery health diagnostic and cell balancing procedure.
3 real searches · 1 real-search pass
EV battery state of health diagnostic dealership service tools cell balancing OEM scan tool labor hours battery service proceduresGoogle ↗
OBSERVEDReason
electric vehicle high voltage battery cell balancing diagnostic equipment BMS service manual dealershipGoogle ↗
OBSERVEDInstruction
EV battery diagnostic state of health capacity test dealer service procedure battery management systemGoogle ↗
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 / navigationalComparison33%ConsequenceReason33%DefinitionInstruction33%Yes / 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
EV battery state of health diagnostic dealership service tools cell balancing OEM scan tool labor hours battery service procedures Google ↗
electric vehicle high voltage battery cell balancing diagnostic equipment BMS service manual dealership Google ↗
EV battery diagnostic state of health capacity test dealer service procedure battery management system Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
EV battery state of health diagnostic dealership service tools cell balancing OEM scan tool labor hours battery service procedures
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
electric vehicle high voltage battery cell balancing diagnostic equipment BMS service manual dealership
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
EV battery diagnostic state of health capacity test dealer service procedure battery management system
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1