What do local Reddit users in Houston say about the reliability of the Cadillac Lyriq infotainment system after the latest software update?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What do local Reddit users in Houston say about the reliability of the Cadillac Lyriq infotainment system after the latest software update?
2 real searches · 1 real-search pass
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)
Classes come from the query-classifier (a local Laya model).
Searches and sources
ChatGPT2 real searches · gpt-6
site:reddit.com/r/CadillacLyriq Houston Texas Lyriq infotainment software update reliability 2026 Google ↗
site:reddit.com Cadillac Lyriq infotainment update problems latest OTA update 2026 Houston Google ↗
- 654.50 Over The Air · oemdtc.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
site:reddit.com/r/CadillacLyriq Houston Texas Lyriq infotainment software update reliability 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
site:reddit.com Cadillac Lyriq infotainment update problems latest OTA update 2026 Houston OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |