Rewards Maximizer
AI recommendation signal analysis across 176 domains for the Rewards Maximizer persona in Credit Cards.
This report tracks how AI models and search engines recommend companies across 100 industries. If you want the same analysis run specifically against your own site and competitors, get in touch.
Get in touch →How to use this page
See the searches AI runs for itself
When an AI model needs the web to answer, it writes its own search queries. These are those queries, word for word. They show how machines translate buyer questions into searches, so make sure your pages answer the queries the models actually run, not just the ones humans type.
Where the numbers come from
During the LLM runs that used web search, we captured every search query each model issued for this segment's questions. Counts are small by nature: a model typically runs only a handful of these searches per question.
What's on this page
A side-by-side comparison of any two models' queries, and a table of every query with the models that used it.
Compare two models' fanout queries
The exact web searches each model ran while answering Rewards Maximizer questions. Pick a model for each column. Lists are short by nature: a model issues only a handful of searches per question.
- best credit card comparison rewards points cashback optimization websites 2026 US
- NerdWallet credit cards rewards comparison cash back travel points
- The Points Guy credit cards points miles cash back guides
- Bankrate credit cards rewards cash back travel comparison
- Forbes Advisor best credit cards cash back travel rewards 2026
- U.S. News best credit cards cash back rewards 2026
- WalletHub credit card comparison cash back rewards
- AwardWallet credit card points miles tool
- CardPointers app maximize credit card rewards offers benefits
- MaxRewards app credit card rewards bonus categories app
- Frequent Miler credit card rewards points miles best offers
- Doctor of Credit credit card rewards deals bank bonuses
- best credit card optimization websites tools app
- best credit card blogs websites points and miles cash back optimization
- credit card comparison sites points cash back "frequent miler" "doctor of credit"
- top credit card comparison websites points travel miles
All fanout queries
Every fanout query for this segment, with how many models used it and which ones. Overlap between models means they translated the same buyer question into the same search, a strong signal that ranking for that query matters.
| Query | LLM Count | LLMs |
|---|---|---|
| awardwallet credit card points miles tool | 1 | GPT 5.5 |
| bankrate credit cards rewards cash back travel comparison | 1 | GPT 5.5 |
| best credit card blogs websites points and miles cash back optimization | 1 | Gemini 3.5 Flash |
| best credit card comparison rewards points cashback optimization websites 2026 us | 1 | GPT 5.5 |
| best credit card optimization websites tools app | 1 | Gemini 3.5 Flash |
| best credit card reward portals rakuten shopping comparison 2026 | 1 | Claude Haiku 4.5 |
| best credit card rewards blogs websites for travel points cashback strategy 2025 | 1 | DeepSeek V4 Pro |
| best credit card rewards optimization websites experts | 1 | Claude Haiku 4.5 |
| best credit card rewards optimization websites points cash back | 1 | Claude Sonnet 5 |
| best credit card rewards optimization websites points cash back 2025 | 1 | DeepSeek V4 Pro |
| best credit cards for groceries dining gas streaming online shopping 2026 | 1 | Claude Sonnet 5 |
| cardpointers app maximize credit card rewards offers benefits | 1 | GPT 5.5 |
| credit card comparison sites points cash back "frequent miler" "doctor of credit" | 1 | Gemini 3.5 Flash |
| credit card rewards strategy resources the points guy | 1 | Claude Haiku 4.5 |
| credit card rewards websites bankrate creditcards.com millionmilesecrets | 1 | Claude Haiku 4.5 |
| doctor of credit credit card rewards deals bank bonuses | 1 | GPT 5.5 |
| forbes advisor best credit cards cash back travel rewards 2026 | 1 | GPT 5.5 |
| frequent miler credit card rewards points miles best offers | 1 | GPT 5.5 |
| maxrewards app credit card rewards bonus categories app | 1 | GPT 5.5 |
| nerdwallet credit cards rewards comparison cash back travel points | 1 | GPT 5.5 |
| the points guy credit cards points miles cash back guides | 1 | GPT 5.5 |
| top credit card comparison sites cashback points | 1 | Claude Haiku 4.5 |
| top credit card comparison sites for maximizing points and cash back 2025 | 1 | DeepSeek V4 Pro |
| top credit card comparison websites points travel miles | 1 | Gemini 3.5 Flash |
| u.s. news best credit cards cash back rewards 2026 | 1 | GPT 5.5 |
| wallethub credit card comparison cash back rewards | 1 | GPT 5.5 |