Credit Builder
AI recommendation signal analysis across 204 domains for the Credit Builder persona in Personal Loan Fintech Lenders.
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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Watch attention shift over time
Twenty years of monthly Reddit activity for this segment's topics and brands. Spot when the conversation took off, whether it is still growing, and how closely brand mentions track topic discussion. A rising topic line with a flat brand line is growing demand nobody owns yet.
Where the numbers come from
Monthly counts of topic-phrase matches and brand-hostname mentions across every public Reddit comment and submission, 2005 through mid-2026. Trends before 2018 are directionally reliable but per-post stats there are best-effort (the source data lacks some early comment permalinks).
What's on this page
Monthly trend lines for comments and for submissions, each split into topic matches vs brand mentions, plus a combined comments-vs-submissions view.
Reddit activity over time
Monthly Reddit activity for Credit Builder, 2005 through mid-2026. The Comments and Submissions views each split activity into topic-phrase matches vs brand-domain mentions; the combined view compares the two sources directly on topic matches. Drag the slider under the chart to zoom into any period.
Trends before 2018 are directionally reliable but slightly undercounted on the comments side (the source data lacks some early permalinks).