Is there any real difference in longevity between expensive ceramic window tint and budget dyed films for heat rejection?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is there any real difference in longevity between expensive ceramic window tint and budget dyed films for heat rejection?
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). 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
automotive ceramic window tint vs dyed film longevity fading heat rejection manufacturer warranty lifespan Google ↗
automotive window tint ceramic dyed film durability fading lifespan manufacturer warranty heat rejection differences Google ↗
- Ceramic vs Dyed Window Tint · brookswoodtint.com
- WINDOW FILM PERFORMANCE DATA · hendersonvilletinting.com
- 5 Questions to Ask Before Tinting Your Car Windows · autocosmetics.org
- Ceramic vs Carbon vs Dyed Window Tint — Is Ceramic Worth It? · innovoauto.com
- Ceramic Tint vs Regular Tint: An OC Installer's Guide (2026) · thetintpros.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
automotive ceramic window tint vs dyed film longevity fading heat rejection manufacturer warranty lifespan OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
automotive window tint ceramic dyed film durability fading lifespan manufacturer warranty heat rejection differences OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |