Identity and community
Who the panel says it belongs to, measured in its own speech and captions.
Measured from the dig Creator Panel: 2,050 sampled posts across 59 of 60 creators, Aug 2025 to Aug 2026.
Three measured identity themes
Family & caregiving
66.1%
of creators mention it
6% of sampled posts
Faith & church
35.6%
of creators mention it
2.8% of sampled posts
Identity & pride
3.4%
of creators mention it
0.1% of sampled posts
Broad but light
Family reaches 66.1 percent of creators, the widest reach of any theme in the panel, on only 6.0 percent of posts. Two thirds of creators mention family, and almost none of them build content around it.
Faith and church reaches 35.6 percent of creators on 2.8 percent of posts. Explicit identity markers reach 3.4 percent of creators on 0.1 percent of posts. Identity here is context that surfaces in passing rather than a subject creators address directly, so warm family and community framing lands where identity-led messaging would not.
up to 40 posts per creator, 2050 posts, 59 of 60 creators, 1.49M characters. Transparent whole-word keyword match. A post counts once per theme if any term in that theme's list appears. This is keyword matching, not model classification. Handbag and brand vocabulary is deliberately excluded from every lexicon, so these themes describe interests beyond the product category. The panel is multilingual, roughly 74 percent English. Non-English speech is under-counted by an English lexicon, so these shares are floors, not ceilings.