Budget Switcher
AI recommendation signal analysis across 69 domains for the Budget Switcher persona in Homeowners Insurance.
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
Join the right communities
The forums and message boards that own this industry's discussion. Monitor them for pain points and participate where your customers already gather.
Where the numbers come from
We run forums, message boards 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: Forums, Message Boards
Domains appearing in Google results for Budget Switcher's Research: Forums, Message Boards 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 Budget Switcher's Research: Forums, Message Boards 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
| 41 | homeowners insurance |
| 40 | home insurance |
| 22 | insurance quotes |
| 17 | how to |
| 13 | insurance in |
| 10 | best homeowners |
| 9 | to compare |
| 9 | compare homeowners |
| 8 | compare home |
| 8 | insurance companies |
| 7 | the best |
| 6 | insurance costs |
| 5 | best and |
| 4 | of july |
| 4 | july 2026 |
| 4 | in 2026 |
| 4 | insurance quote |
| 4 | homeowner insurance |
| 3 | quotes a |
| 3 | insurance rates |
| 3 | for home |
| 3 | to get |
| 3 | quotes key |
| 3 | key factors |
| 3 | and cheapest |
3-grams
| 12 | homeowners insurance quotes |
| 10 | home insurance quotes |
| 10 | best homeowners insurance |
| 9 | how to compare |
| 9 | compare homeowners insurance |
| 8 | compare home insurance |
| 8 | homeowners insurance in |
| 7 | to compare homeowners |
| 4 | homeowners insurance companies |
| 4 | of july 2026 |
| 4 | home insurance companies |
| 3 | insurance quotes a |
| 3 | the best homeowners |
| 3 | how to get |
| 3 | insurance quotes key |
| 3 | quotes key factors |
| 3 | best and cheapest |
| 3 | and cheapest homeowners |
| 3 | cheapest homeowners insurance |
| 3 | cheap home insurance |
| 3 | home insurance in |
| 3 | insurance in california |
| 3 | in california of |
| 3 | california of july |
| 3 | home insurance costs |
4-grams
| 9 | compare homeowners insurance quotes |
| 7 | how to compare homeowners |
| 7 | to compare homeowners insurance |
| 6 | compare home insurance quotes |
| 5 | best homeowners insurance in |
| 3 | best homeowners insurance companies |
| 3 | homeowners insurance quotes a |
| 3 | the best homeowners insurance |
| 3 | homeowners insurance quotes key |
| 3 | insurance quotes key factors |
| 3 | best and cheapest homeowners |
| 3 | and cheapest homeowners insurance |
| 3 | homeowners insurance in california |
| 3 | insurance in california of |
| 3 | in california of july |
| 3 | california of july 2026 |
| 2 | home insurance quotes side |
| 2 | insurance quotes side by |
| 2 | quotes side by side |
| 2 | homeowners insurance companies of |
| 2 | who has the best |
| 2 | homeowners insurance how to |
| 2 | insurance how to compare |
| 2 | how to compare quotes |
| 2 | to compare quotes effectively |
5-grams
| 7 | how to compare homeowners insurance |
| 7 | to compare homeowners insurance quotes |
| 3 | compare homeowners insurance quotes key |
| 3 | homeowners insurance quotes key factors |
| 3 | best and cheapest homeowners insurance |
| 3 | best homeowners insurance in california |
| 3 | homeowners insurance in california of |
| 3 | insurance in california of july |
| 3 | in california of july 2026 |
| 2 | compare home insurance quotes side |
| 2 | home insurance quotes side by |
| 2 | insurance quotes side by side |
| 2 | best homeowners insurance companies of |
| 2 | compare homeowners insurance quotes a |
| 2 | homeowners insurance how to compare |
| 2 | insurance how to compare quotes |
| 2 | how to compare quotes effectively |
| 2 | why are my home insurance |
| 2 | are my home insurance quotes |
| 2 | my home insurance quotes so |
| 2 | home insurance quotes so high |
| 2 | how to effectively compare homeowners |
| 2 | to effectively compare homeowners insurance |
| 2 | effectively compare homeowners insurance quotes |
| 2 | and cheapest homeowners insurance in |
6-grams
| 7 | how to compare homeowners insurance quotes |
| 3 | to compare homeowners insurance quotes key |
| 3 | compare homeowners insurance quotes key factors |
| 3 | best homeowners insurance in california of |
| 3 | homeowners insurance in california of july |
| 3 | insurance in california of july 2026 |
| 2 | compare home insurance quotes side by |
| 2 | home insurance quotes side by side |
| 2 | homeowners insurance how to compare quotes |
| 2 | insurance how to compare quotes effectively |
| 2 | why are my home insurance quotes |
| 2 | are my home insurance quotes so |
| 2 | my home insurance quotes so high |
| 2 | how to effectively compare homeowners insurance |
| 2 | to effectively compare homeowners insurance quotes |
| 2 | best and cheapest homeowners insurance in |
| 2 | property insurance costs can be high |
| 2 | insurance costs can be high in |
| 2 | costs can be high in every |
| 2 | can be high in every u |
| 2 | be high in every u s |
| 2 | high in every u s region |
| 2 | save on home insurance in montgomery |
| 2 | on home insurance in montgomery tx |
| 2 | how to get cheap home insurance |
7-grams
| 3 | how to compare homeowners insurance quotes key |
| 3 | to compare homeowners insurance quotes key factors |
| 3 | best homeowners insurance in california of july |
| 3 | homeowners insurance in california of july 2026 |
| 2 | compare home insurance quotes side by side |
| 2 | homeowners insurance how to compare quotes effectively |
| 2 | why are my home insurance quotes so |
| 2 | are my home insurance quotes so high |
| 2 | how to effectively compare homeowners insurance quotes |
| 2 | property insurance costs can be high in |
| 2 | insurance costs can be high in every |
| 2 | costs can be high in every u |
| 2 | can be high in every u s |
| 2 | be high in every u s region |
| 2 | save on home insurance in montgomery tx |
| 2 | best and affordable homeowner insurance in southern |
| 1 | home insurance quotes side by side 2026 |
| 1 | best homeowners insurance companies of july 2026 |
| 1 | how to compare homeowners insurance quotes a |
| 1 | to compare homeowners insurance quotes a comprehensive |
| 1 | how to find best prices for homeowners |
| 1 | to find best prices for homeowners insurance |
| 1 | who has the best home insurance rates |
| 1 | compare home insurance quotes find the best |
| 1 | home insurance quotes find the best rates |