What is the most cost-effective way to consolidate high-interest credit card debt using a balance transfer card with a fifteen-month promotional period?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the most cost-effective way to consolidate high-interest credit card debt using a balance transfer card with a fifteen-month promotional period?
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). 1 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
current 0% balance transfer credit cards 15 months 3% transfer fee 2026 offers Google ↗
CFPB balance transfer credit card fee promotional APR pay off balance before promotional period ends Google ↗
- Best Balance Transfer Credit Cards of November 2026 · nerdwallet.com
- Best No Balance Transfer Fee Credit Cards · nerdwallet.com
- Best Balance Transfer Cards Of October 2026: Intro APR offers up to 21 months · bankrate.com
- Best Balance Transfer Credit Cards of October 2026 · cnbc.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
current 0% balance transfer credit cards 15 months 3% transfer fee 2026 offers OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
CFPB balance transfer credit card fee promotional APR pay off balance before promotional period ends OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |