Real ChatGPT answer · index seediPT8xGJOAlYcompleteFood and restaurants · grocery shoppingcommercial
How much money does a typical middle class family in the US actually save by meal planning and bulk grocery shopping at warehouse clubs?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How much money does a typical middle class family in the US actually save by meal planning and bulk grocery shopping at warehouse clubs?
3 real searches · 1 real-search pass
US household food waste cost meal planning savings study grocery shopping meal planning savings percentageGoogle ↗
OBSERVEDComparison
warehouse club grocery prices savings Costco Sam's Club comparison 2025 family savings bulk buyingGoogle ↗
OBSERVEDComparison
USDA food plans monthly cost family of four 2026 grocery budgetGoogle ↗
OBSERVEDReason
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
US household food waste cost meal planning savings study grocery shopping meal planning savings percentage Google ↗
warehouse club grocery prices savings Costco Sam's Club comparison 2025 family savings bulk buying Google ↗
USDA food plans monthly cost family of four 2026 grocery budget Google ↗
- USDA Food Plans: Monthly Cost of Food Reports · fna.usda.gov
- Household Food Security in the United States in 2024 · ers.usda.gov
- Estimating the Cost of Food Waste to American Consumers · epa.gov
- Estimating the Cost of Food Waste to American Consumers · epa.gov
- How Much Will You Save on Groceries by Joining a Warehouse Club? · checkbook.org
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
US household food waste cost meal planning savings study grocery shopping meal planning savings percentage OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
warehouse club grocery prices savings Costco Sam's Club comparison 2025 family savings bulk buying OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
USDA food plans monthly cost family of four 2026 grocery budget OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |