Real ChatGPT answer · index seedhxVK7qkqnYwcompleteAutomotive · new carscomparison

Can you compare the maintenance schedules and expected out of pocket repair costs for the first five years of ownership between a new Mazda 3 and a Honda Civic?

ChatGPTgpt-64 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you compare the maintenance schedules and expected out of pocket repair costs for the first five years of ownership between a new Mazda 3 and a Honda Civic?
4 real searches · 1 real-search pass
2026 Mazda3 owner's manual maintenance schedule oil change tire rotation brake fluid officialGoogle ↗
OBSERVEDInstruction
2026 Honda Civic 2026 owner's manual maintenance minder schedule oil change tire rotation brake fluid officialGoogle ↗
OBSERVEDInstruction
Mazda 3 average annual maintenance repair cost RepairPal Honda Civic average annual maintenance repair cost RepairPalGoogle ↗
OBSERVEDComparison
2026 Mazda3 warranty 3 year 36000 5 year powertrain Honda Civic warranty 2026 officialGoogle ↗
OBSERVEDOther / navigational

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 (4)
Short factOther / navigational25%Comparison25%ConsequenceReasonDefinitionInstruction50%Yes / no

Classes come from the query-classifier (a local Laya model). 3 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT4 real searches · gpt-6
2026 Mazda3 owner's manual maintenance schedule oil change tire rotation brake fluid official Google ↗
2026 Honda Civic 2026 owner's manual maintenance minder schedule oil change tire rotation brake fluid official Google ↗
Mazda 3 average annual maintenance repair cost RepairPal Honda Civic average annual maintenance repair cost RepairPal Google ↗
2026 Mazda3 warranty 3 year 36000 5 year powertrain Honda Civic warranty 2026 official Google ↗

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 Mazda3 owner's manual maintenance schedule oil change tire rotation brake fluid official
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
2026 Honda Civic 2026 owner's manual maintenance minder schedule oil change tire rotation brake fluid official
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
Mazda 3 average annual maintenance repair cost RepairPal Honda Civic average annual maintenance repair cost RepairPal
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
2026 Mazda3 warranty 3 year 36000 5 year powertrain Honda Civic warranty 2026 official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1