Looking for honest Reddit feedback on whether buying umbrella insurance is a waste of money for average middle class earners.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Looking for honest Reddit feedback on whether buying umbrella insurance is a waste of money for average middle class earners.
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
site:reddit.com/r/personalfinance umbrella insurance worth it middle class homeowners auto liability experiences Google ↗
site:reddit.com umbrella policy waste of money worth it average income net worth Google ↗
- Should we get an umbrella policy? · reddit.com
- Is an umbrella policy worth it? · reddit.com
- Umbrella Liability Options · reddit.com
- Help understand who needs an umbrella policy · reddit.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
site:reddit.com/r/personalfinance umbrella insurance worth it middle class homeowners auto liability experiences OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
site:reddit.com umbrella policy waste of money worth it average income net worth OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |