Real ChatGPT answer · index seedXHnbjAhJ5tscompleteFinance and banking · budgeting and savinghowto

What are the best couponing apps that actually work at grocery stores like Aldi and Walmart so I can save money on today's shopping trip?

ChatGPTgpt-61 query10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the best couponing apps that actually work at grocery stores like Aldi and Walmart so I can save money on today's shopping trip?
1 real search · 1 real-search pass
best grocery coupon apps 2026 Ibotta Fetch Walmart Aldi cashback receipt offers how they work todayGoogle ↗
OBSERVED

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.

Classifying 1 queries…

Searches and sources

ChatGPT1 real searches · gpt-6
best grocery coupon apps 2026 Ibotta Fetch Walmart Aldi cashback receipt offers how they work today Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
best grocery coupon apps 2026 Ibotta Fetch Walmart Aldi cashback receipt offers how they work today
OBSERVED
Google ↗
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