how much does a catalytic converter shield actually cost to install on a Ford F-250 and do they really work to prevent theft
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
how much does a catalytic converter shield actually cost to install on a Ford F-250 and do they really work to prevent theft
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
2026 Ford F-250 catalytic converter shield installed cost price labor installation effectiveness theft deterrent brands Google ↗
Ford F-250 catalytic converter theft shield effectiveness police insurance catalytic converter theft prevention shield Google ↗
- Miller CAT 2023-2026 Ford F-250 RWD Cat Shield · millercat.com
- Ford F250 | Catalytic Converter Shield | 2020-2026 · talonsgarage.com
- Universal Maxx Lock · catclamp.com
- Catalytic Converter Theft and the Smog Check Program · bar.ca.gov
- Catalytic Converter Theft Deterrence Fact Sheet · ww2.arb.ca.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 Ford F-250 catalytic converter shield installed cost price labor installation effectiveness theft deterrent brands OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Ford F-250 catalytic converter theft shield effectiveness police insurance catalytic converter theft prevention shield OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |