Real ChatGPT answer · index seedSsTNdAF0pUEcompleteRetail and ecommerce · deals and couponscommercial
I am completely new to couponing and online deal hunting, so could you recommend the top cash back credit cards for beginners with good credit scores?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I am completely new to couponing and online deal hunting, so could you recommend the top cash back credit cards for beginners with good credit scores?
2 real searches · 1 real-search pass
2026 best cash back credit cards current rewards rates annual fees welcome offers official issuer termsGoogle ↗
OBSERVEDComparison
best cash back credit cards 2026 beginner good credit no annual fee Citi Double Cash Wells Fargo Active Cash Capital One Savor Discover it Cash BackGoogle ↗
OBSERVEDComparison
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 best cash back credit cards current rewards rates annual fees welcome offers official issuer terms Google ↗
best cash back credit cards 2026 beginner good credit no annual fee Citi Double Cash Wells Fargo Active Cash Capital One Savor Discover it Cash Back Google ↗
- Best Cash Back Credit Cards of November 2026 · nerdwallet.com
- Best Cash Back Credit Cards of 2026: Top Offers · creditcards.com
- Best Cash back Credit Cards of 2026 · experian.com
- Best Cash Back Credit Cards - October 2026 · bankrate.com
- View card details · creditcards.wellsfargo.com
- View card details · americanexpress.com
- Best Cash Back Credit Cards - October 2026 · bankrate.com
- View card details · capitalone.com
- View card details · discover.com
- View card details · creditcards.chase.com
- Visit Rakuten · rakuten.com
- Visit Ibotta · ibotta.com
- Visit RetailMeNot · retailmenot.com
- Visit Capital One Shopping · capitaloneshopping.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 best cash back credit cards current rewards rates annual fees welcome offers official issuer terms OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
best cash back credit cards 2026 beginner good credit no annual fee Citi Double Cash Wells Fargo Active Cash Capital One Savor Discover it Cash Back OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |