Real ChatGPT answer · index seedfdOkee5ZdI0completeFinance and banking · budgeting and savingcommercial
Looking for recommendations on the best grocery savings apps and cash back programs to lower our monthly food budget significantly
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Looking for recommendations on the best grocery savings apps and cash back programs to lower our monthly food budget significantly
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 grocery cashback apps Ibotta Fetch Checkout 51 store loyalty programs current terms Google ↗
best grocery savings cashback apps United States 2026 Ibotta Fetch Upside Flipp coupons official Google ↗
- The Best Rebate & Cash-Back Apps in 2026 · thekrazycouponlady.com
- How do I earn cash back on individual item offers in-store and online? · help.ibotta.com
- Get Ibotta · ibotta.com
- 7 best grocery rewards apps to earn points on every trip · fetch.com
- Fetch FAQs | How Does Fetch Work? · fetch.com
- Get Fetch · fetch.com
- Best Money Saving Apps for Groceries, Matched to You · bestmoney.com
- Best Coupon Apps of 2026: Where to Find Deals That Actually Work · bestmoney.com
- Can I Get Cashback on Groceries in the US in 2026? · shopback.com
- Get Flipp · flipp.com
- Get Flashfood · flashfood.com
- 10 Best Receipt Scanning and Cashback Apps (2026) · finder.com
- Get Checkout 51 · checkout51.com
- Get Rakuten · rakuten.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 grocery cashback apps Ibotta Fetch Checkout 51 store loyalty programs current terms OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
best grocery savings cashback apps United States 2026 Ibotta Fetch Upside Flipp coupons official OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |