A client brand entering the US fine jewelry market needed to understand where every competitor sits and where the gaps are. The system produced this in under 72 hours.
The pipeline surfaced a pattern nobody was tracking. Strip the top 5 posts from any influencer program and the median drops to 100 to 500 likes. Every program is propped up by one niche.
Cameron Brink, Jessica Pegula. 23% of posts generate 45% of engagement. Remove the athletes and the program is noise.
@page.soobin. One post. 1.08M likes. A single creator produced a quarter of the entire 2,000 post program.
@simlynail, @thenaillologist. 4.8% of posts, nearly 38% of engagement. A 921 person roster depending on two creators.
Not anecdotal. Every single brand follows this structure: a small cluster of culturally resonant creators producing wildly disproportionate results.
| Brand | Hidden Engine | % Posts | % Likes |
|---|---|---|---|
| Aurate | Kerry Washington | 1.4% | 59% |
| Gorjana | WNBA + athlete program | 23% | 45% |
| Monica Vinader | Nail artists | 4.8% | 37.9% |
| Polene Paris | Korean/Thai/Japanese macros | 0.9% | 37.4% |
| Ring Concierge | Giveaway mechanics | 5.4% | 28.1% |
| GLDN | Aly & AJ celebrity collab | 3.1% | 19.8% |
| Mejuri | @maybeboth (LTK lifestyle) | ~1% | ~17% |
| Linjer | HK/Cantonese creator cluster | 5.1% | 15.5% |
Not a research process. A repeatable pipeline with automated collection, structured analysis, and adversarial validation.
The pipeline identified a structural gap: not a single brand has built a deliberate Asian-American influencer program. Across 13 competitors and thousands of creator partnerships, the largest fine jewelry consumer demographic with no representation in any major brand's creator strategy.
The biggest cultural moment for the target audience. One competitor ran one giveaway. Nobody else.
January 13. Not a single competitor has ever activated around it.
May. An entire month. One competitor did one giveaway. None of the other 12 acknowledged it.
September. Multiple competitors go dark entirely. A Korean harvest festival with no competition.
Before delivery, the pipeline includes a structured adversarial debate. Seven fictional voices with real stakes and real skepticism. A strategy that survives this room is a strategy worth executing.
"If the brand story feels constructed, I'm out. I can tell within two seconds."
"Just tell me exactly what I'm buying. What karat? Made where? Will it survive my life?"
"We respect the product. We've seen this pitch before. Distribution wins, not materials."
"Show me cohort retention before you show me the influencer plan. Beautiful brands die every quarter."
I build intelligence systems, not slide decks. This pipeline reverse-engineers any D2C brand's competitive landscape from API data, automated verification, and adversarial stress-testing. The judgment is mine. The system makes it repeatable.