Compare the hidden ownership costs of a used Lexus ES350 versus an Acura TLX regarding major service intervals and parts availability.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Compare the hidden ownership costs of a used Lexus ES350 versus an Acura TLX regarding major service intervals and parts availability.
3 real searches · 1 real-search pass
used Lexus ES 350 maintenance schedule major service intervals timing belt water pump transmission fluid spark plugs coolant official maintenance guideGoogle ↗
OBSERVEDReason
Acura TLX maintenance schedule major service intervals timing belt timing chain transmission fluid spark plugs differential official maintenance minderGoogle ↗
OBSERVEDReason
Lexus ES 350 vs Acura TLX parts availability aftermarket OEM repair costs reliability used ownership common expensive repairsGoogle ↗
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)
Classes come from the query-classifier (a local Laya model). 2 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
used Lexus ES 350 maintenance schedule major service intervals timing belt water pump transmission fluid spark plugs coolant official maintenance guide Google ↗
Acura TLX maintenance schedule major service intervals timing belt timing chain transmission fluid spark plugs differential official maintenance minder Google ↗
Lexus ES 350 vs Acura TLX parts availability aftermarket OEM repair costs reliability used ownership common expensive repairs Google ↗
- Lexus MY18 ES 350 Warranty and Services Guide · slpattorney.com
- FACTORY RECOMMENDED MAINTENANCE SERVICES · s3.amazonaws.com
- Acura TLX Owner's Guide · owners.acura.com
- 2015 Acura TLX Press Kit · acuranews.com
- Your Acura TL, TLX Maintenance · haspecialist.com
- Your Acura TL SH-AWD Maintenance · haspecialist.com
- Microsoft Word · sunnysideacura.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
used Lexus ES 350 maintenance schedule major service intervals timing belt water pump transmission fluid spark plugs coolant official maintenance guide OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Acura TLX maintenance schedule major service intervals timing belt timing chain transmission fluid spark plugs differential official maintenance minder OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Lexus ES 350 vs Acura TLX parts availability aftermarket OEM repair costs reliability used ownership common expensive repairs OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |