Can you compare the average cost of groceries at Aldi versus Walmart using current inflation data for a family of four?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you compare the average cost of groceries at Aldi versus Walmart using current inflation data for a family of four?
3 real searches · 1 real-search pass
November 2026 latest U.S. grocery inflation CPI food at home October 2026 BLSGoogle ↗
OBSERVEDShort fact
Aldi vs Walmart grocery basket price comparison family of four 2026 prices studyGoogle ↗
OBSERVEDComparison
USDA food plans monthly cost family of four October 2026 thrifty low cost moderate costGoogle ↗
OBSERVEDOther / navigational
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
November 2026 latest U.S. grocery inflation CPI food at home October 2026 BLS Google ↗
Aldi vs Walmart grocery basket price comparison family of four 2026 prices study Google ↗
USDA food plans monthly cost family of four October 2026 thrifty low cost moderate cost Google ↗
- Consumer Price Index News Release · bls.gov
- Food Price Outlook - Summary Findings · ers.usda.gov
- Consumer Price Index Summary · bls.gov
- ALDI vs. Walmart: Which Is Cheaper? We Priced 142 Recipes · thesavvybite.com
- USDA Food Plans: Monthly Cost of Food Reports · fna.usda.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
November 2026 latest U.S. grocery inflation CPI food at home October 2026 BLS OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
Aldi vs Walmart grocery basket price comparison family of four 2026 prices study OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
USDA food plans monthly cost family of four October 2026 thrifty low cost moderate cost OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |