Large following, zero recorded GMV
Among macro-tier creators (500K+ followers) in our database, 72.0% show zero recorded TikTok Shop GMV in the July 2026 snapshot. This means follower count alone does not establish recorded commerce activity for the measured period. Review the current profile, category fit and available commerce signals before deciding whether a candidate belongs on the shortlist.
Vague or unverifiable MCN claims
Only 0.81% of Malaysia's beauty creators are formally MCN-bound in our data; 31.7% are explicitly listed as independent (no agency), and the remainder simply carry no MCN status on record. If someone claiming to represent a creator can't clearly confirm the agency relationship, or if the "MCN" doesn't have a verifiable public presence, treat the claim with skepticism — the base rate of genuine MCN representation in this category is low.
Category mismatch with your product
91.4% of beauty creators are tagged across exactly three TikTok Shop categories, not just beauty (see our category overlap breakdown). A creator whose secondary tags are, say, Automotive & Motorcycle and Phones & Electronics may have an audience that doesn't overlap well with a beauty product launch, even though their primary tag says "beauty." Pull the full category list before assuming fit — a mismatch here is a leading indicator of low content-to-audience relevance, not just a technicality.
Outdated or already-stale performance data
GMV and follower counts can change between collection dates, so a creator's percentile position may also change. If a shortlist cites an older snapshot, ask for the collection date and refresh the public signals before making a current decision. Historical figures do not establish a creator's current fee.
No verifiable business contact channel
If a third party will not explain how they verified their relationship with a creator, slow down and verify independently. Use only business channels the creator or an authenticated representative has published or confirmed; channel choice alone does not prove identity or predict a reply. See our outreach strategy guide.