# TRENDING RADAR

**Data limitation notice:** Pre-scraped trending audio + hashtag data tidak disertakan dalam input. Radar di bawah berdasarkan niche knowledge per Januari 2025, BUKAN real-time scrape — **butuh trending data refresh buat akurasi.**

Tanpa trending data konkret, gue ga bisa provide:
- Freshness window countdown yang akurat
- Engagement signal comparison (Yx baseline)
- Audio title spesifik dari IG trending API
- Hashtag post count real-time

**Rekomendasi:** Dashboard perlu fetch trending data:
- IG trending audio di kategori "business/finance" geo Indonesia
- Hashtag dengan growth spike di niche `#saham`, `#trading`, `#investasi`, `#stockmarket`
- Cross-reference dengan top 20 post kompetitor buat identify pattern recurrent

**Placeholder trend (berdasarkan pattern historis niche finance Indonesia, BUKAN real-time):**

- "market open bell + chart zoom" (audio)
  - Relevance: 8/10
  - Freshness: **data ga cukup** — butuh scrape trending audio
  - Signal: **data ga cukup**
  - Why: Audio ASMR opening bell + visual chart candlestick zoom. Format reel 8-12s yang biasa viral di finance niche. Zeta AI bisa execute pagi hari (overlap US market close = Jakarta pagi).

- #sahamusmarketopen (hashtag)
  - Relevance: 9/10
  - Freshness: **data ga cukup** — butuh hashtag usage curve
  - Signal: **data ga cukup**
  - Why: Micro-tier hashtag lokal yang spesifik timing. Kombinasi dengan `#nasdaq`, `#sp500`, `#stocktrading` buat mix tier.

- "trade setup explained" carousel format (topic)
  - Relevance: 10/10
  - Freshness: **pattern evergreen** — bukan trend time-sensitive
  - Signal: 2x baseline di niche edukasi finance (estimate berdasarkan historis)
  - Why: Format 5-7 slide: slide 1 chart markup, slide 2-6 reasoning (support/resistance/volume/catalyst), slide 7 CTA save. Fit sempurna sama pillar Daily signal drop + Market breakdown.

- "loss porn transparency" trend (topic)
  - Relevance: 7/10
  - Freshness: **data ga cukup** — butuh pattern recurrence check
  - Signal: Comment ratio sangat tinggi (5-10% estimate) karena controversial
  - Why: Trend "tunjukin loss gede + lesson learned" lagi naik di trading community sebagai counter-narrative dari bragpost profit. Zeta AI bisa execute 1x per bulan (jangan sering, risk association negatif). Tapi **hati-hati**: kalau loss-nya ga di-frame sebagai learning, bisa backfire jadi "sistem ga jalan" perception.

- #fedrate + #fomc (hashtag combo)
  - Relevance: 9/10
  - Freshness: **event-driven** — relevan tiap FOMC meeting (8x setahun)
  - Signal: 3-4x baseline likes saat week of FOMC
  - Why: Macro event yang directly impact saham US. Post 1-2 hari sebelum FOMC = maksimal reach. Format: carousel prediksi + post-FOMC reaction comparison.

**Action buat dashboard:** Re-run research ini setelah:
1. Scrape `@stockus.id` + 3-5 competitor handle lain (get top 20 viral post masing-masing)
2. Fetch trending audio/hashtag dari IG API atau manual scrape top finance posts 7 hari terakhir
3. Pass semua data ke Risa ulang buat generate full COMPETITOR RESEARCH + TRENDING RADAR dengan metrics lengkap