TikTok Shop is the fastest-growing US e-commerce channel, and timing is everything. The viral window for a winning product is 2-6 weeks; most sellers find products AFTER they've peaked. This agent finds them during the rise — by monitoring view velocity, hashtag growth, and engagement patterns across TikTok Shop categories, then generating a full opportunity brief the moment a product is climbing. ## What's included - **Viral-trajectory scanner** — monitors TikTok for products with rising view velocity, hashtag growth, comment surge, and creator-replication signals; flags during the rise, not after the peak - **Full opportunity brief per find** — product analysis (what + why it's resonating), supplier options on Alibaba + AliExpress + 1688 with pricing + MOQ + lead time, profitability calc (product cost + freight + TikTok 8% fee + ad spend + return rate), trend trajectory estimate (early / peak / declining) - **Competitor shop intelligence** — top TikTok Shops in your category: their bestsellers, pricing, review velocity, content format, ad creative - **Viral-video format reverse-engineering** — why did THIS specific video work? Hook, demo angle, on-screen text, music, CTA — replicable format brief - **Real-time alerts (Pro)** — push when a new opportunity crosses your velocity threshold so you can supplier-source within 24 hours - **Saturation + ban risk warning** — flags categories TikTok has historically restricted (weapons-adjacent, weight-loss claims, regulated supplements, dropshipped electronics) - **Inventory + ad-spend calculator** — recommended initial order quantity + recommended ad spend per unit + breakeven ROAS ## Limitations - **Not a supplier marketplace** — surfaces supplier options; you negotiate + place orders on Alibaba / AliExpress / 1688 directly - **Not the TikTok Shop seller account itself** — pairs with your Seller Center for listing creation, ads, and fulfillment - **Not a fulfillment service** — recommends 3PLs but doesn't ship; pairs with ShipBob / Shipmonk / Deliverr - **Not legal counsel** — flags category risk but trademark / patent / FDA review needs an attorney - **U.S.-TikTok-Shop-focused** — UK / SEA / LATAM TikTok Shop economics differ; agent adapts but coverage is U.S.-first ## Best fit TikTok Shop sellers, dropshippers, and DTC operators looking for their next winning product. Especially valuable in the 2-4 week window after a TikTok algorithm shift (which happens 3-4 times per year and resets which categories are favored). Catching ONE genuine winner during the rise — at $20-$50 unit margin × 5,000-50,000 units in a viral window — is six figures of opportunity. At $29/mo, finding one winner per year pays for a decade.
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