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
Hear unfiltered customers
Forum results are where real buyers compare, complain, and recommend with no marketing filter. Find the communities that own your topics, the threads worth joining, and the objections your content should be answering.
Where the numbers come from
Google's forum results for this industry's queries, aggregated two ways: by domain (rank-weighted score plus appearance counts) and by exact URL (appearance count, ties broken by average rank).
What's on this page
Domain charts and the complete result list.
Forum Search
How often each domain appeared in Google's Forum Search results for Budget Switcher queries. Score is a rank-weighted sum (higher-ranked appearances count for more); count and % are plain appearance tallies.
All Results
Every result for Budget Switcher's Forum Search queries, ranked by how many times each exact URL appeared (ties broken by average rank position, so appearing higher up wins). Title and URL links open in a new tab.