Frequent Loan Shopper
AI recommendation signal analysis across 93 domains for the Frequent Loan Shopper persona in Credit Monitoring Services.
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.
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Crack the listicles
The "top and best" roundups that define this market for searchers and LLMs alike. These lists feed AI recommendations directly, so getting added to them is one of the highest-leverage moves in this report.
Where the numbers come from
We run top, best companies queries for this industry through Google and aggregate every result: domains by rank-weighted score (higher positions count for more) and appearance count, exact URLs by appearance count, and the most common title phrases.
What's on this page
Domain and URL charts, the full result list, and title n-gram tables.
Research: Top, Best Companies
Domains appearing in Google results for Frequent Loan Shopper's Research: Top, Best Companies queries. Score is a rank-weighted sum (higher-ranked appearances count for more); count is a plain appearance tally.
Top URLs
Individual pages (not just domains) ranked by the same rank-weighted score, labeled by page title.
All Results
Every result for Frequent Loan Shopper's Research: Top, Best Companies queries, ranked by how many times each exact URL appeared (ties broken by average rank position, so appearing higher up wins), a different aggregation than the score-based charts above. Title and URL links open in a new tab.
Title N-Grams
Most common word phrases (2 to 7 words) across every result title for these queries.
2-grams
| 68 | credit monitoring |
| 59 | best credit |
| 34 | monitoring services |
| 20 | monitoring service |
| 14 | the best |
| 11 | business credit |
| 10 | is the |
| 9 | monitoring companies |
| 8 | services of |
| 8 | credit score |
| 7 | what is |
| 6 | services for |
| 6 | services 2026 |
| 5 | credit report |
| 4 | score monitoring |
| 4 | top 5 |
| 4 | best business |
| 4 | which credit |
| 4 | companies in |
| 4 | 6 best |
| 4 | of 2025 |
| 3 | july 2026 |
| 3 | fico scores |
| 3 | credit scores |
| 3 | of 2026 |
3-grams
| 52 | best credit monitoring |
| 32 | credit monitoring services |
| 17 | credit monitoring service |
| 12 | the best credit |
| 10 | is the best |
| 9 | credit monitoring companies |
| 8 | monitoring services of |
| 7 | what is the |
| 6 | monitoring services for |
| 5 | business credit monitoring |
| 5 | monitoring services 2026 |
| 4 | best credit score |
| 4 | credit score monitoring |
| 4 | best business credit |
| 3 | score monitoring service |
| 3 | top 5 business |
| 3 | 5 business credit |
| 3 | business credit report |
| 3 | top credit monitoring |
| 3 | monitoring companies in |
| 3 | 6 best credit |
| 3 | services of 2025 |
| 3 | 10 best credit |
| 2 | services of july |
| 2 | of july 2026 |
4-grams
| 26 | best credit monitoring services |
| 17 | best credit monitoring service |
| 10 | the best credit monitoring |
| 8 | is the best credit |
| 8 | credit monitoring services of |
| 7 | what is the best |
| 6 | credit monitoring services for |
| 5 | best credit monitoring companies |
| 4 | best business credit monitoring |
| 4 | business credit monitoring services |
| 3 | best credit score monitoring |
| 3 | credit score monitoring service |
| 3 | top 5 business credit |
| 3 | top credit monitoring companies |
| 3 | credit monitoring companies in |
| 3 | credit monitoring services 2026 |
| 3 | 6 best credit monitoring |
| 3 | monitoring services of 2025 |
| 2 | monitoring services of july |
| 2 | services of july 2026 |
| 2 | the best credit score |
| 2 | score monitoring service that |
| 2 | monitoring service that worked |
| 2 | credit monitoring services are |
| 2 | 5 business credit report |
5-grams
| 8 | best credit monitoring services of |
| 7 | what is the best credit |
| 6 | best credit monitoring services for |
| 6 | is the best credit monitoring |
| 5 | the best credit monitoring service |
| 3 | best business credit monitoring services |
| 3 | the best credit monitoring services |
| 3 | credit monitoring services of 2025 |
| 2 | credit monitoring services of july |
| 2 | monitoring services of july 2026 |
| 2 | is the best credit score |
| 2 | the best credit score monitoring |
| 2 | best credit score monitoring service |
| 2 | credit score monitoring service that |
| 2 | score monitoring service that worked |
| 2 | top 5 business credit report |
| 2 | top credit monitoring companies in |
| 2 | credit monitoring services for 2025 |
| 2 | 5 best business credit monitoring |
| 2 | 6 best credit monitoring services |
| 2 | best credit monitoring services with |
| 2 | best credit monitoring service r |
| 2 | top 10 best credit score |
| 2 | best credit monitoring services 2026 |
| 2 | best credit monitoring services compared |
6-grams
| 5 | what is the best credit monitoring |
| 5 | is the best credit monitoring service |
| 3 | the best credit monitoring services for |
| 3 | best credit monitoring services of 2025 |
| 2 | best credit monitoring services of july |
| 2 | credit monitoring services of july 2026 |
| 2 | what is the best credit score |
| 2 | is the best credit score monitoring |
| 2 | the best credit score monitoring service |
| 2 | best credit score monitoring service that |
| 2 | credit score monitoring service that worked |
| 2 | best credit monitoring services for 2025 |
| 2 | 5 best business credit monitoring services |
| 1 | experian business credit reports and scores |
| 1 | best credit monitoring services for july |
| 1 | credit monitoring services for july 2026 |
| 1 | the best credit monitoring service 7 |
| 1 | best credit monitoring service 7 options |
| 1 | 8 best credit monitoring services of |
| 1 | monitoring services of july 2026 money |
| 1 | score monitoring service that worked for |
| 1 | monitoring service that worked for you |
| 1 | service that worked for you what |
| 1 | that worked for you what is |
| 1 | worked for you what is the |
7-grams
| 4 | what is the best credit monitoring service |
| 2 | best credit monitoring services of july 2026 |
| 2 | what is the best credit score monitoring |
| 2 | is the best credit score monitoring service |
| 2 | the best credit score monitoring service that |
| 2 | best credit score monitoring service that worked |
| 2 | the best credit monitoring services for 2025 |
| 1 | best credit monitoring services for july 2026 |
| 1 | is the best credit monitoring service 7 |
| 1 | the best credit monitoring service 7 options |
| 1 | 8 best credit monitoring services of july |
| 1 | credit monitoring services of july 2026 money |
| 1 | credit score monitoring service that worked for |
| 1 | score monitoring service that worked for you |
| 1 | monitoring service that worked for you what |
| 1 | service that worked for you what is |
| 1 | that worked for you what is the |
| 1 | worked for you what is the best |
| 1 | for you what is the best credit |
| 1 | you what is the best credit monitoring |
| 1 | is the best credit monitoring service best |
| 1 | the best credit monitoring service best credit |
| 1 | best credit monitoring service best credit monitoring |
| 1 | credit monitoring service best credit monitoring service |
| 1 | 7 best credit monitoring services for small |