An advanced Amazon course for operators with ad basics stuck at the stage of 'ads generate orders but organic ranking won't move.' It starts with a full breakdown of on-site traffic channels, explaining the underlying logic of organic ranking—slot output—distinguishing expected slot output (CTR/CVR data intervention) from actual slot output (order-volume intervention), their respective promotion bottlenecks, and providing quantitative gauges like SPR/CPR. It also covers profit calculations for profit-type vs investment-type ads (ACOS/ACOAS/TACOS), responses to A9 and COSMO/RUFUS algorithms, multi-variant ad architecture and main-product division, precise keyword list creation and competitor ASIN reverse lookup. The throughline: find the right keywords, choose the right path, then control volume.

The course uses the throughline of finding the right keywords, choosing the right path, and controlling volume, chaining keyword selection, ad-channel selection, and budget/bid control into a complete practical loop. Using SP/SB/SD delivery data analysis, students can understand the difference between expected and actual slot output, learn to use SPR/CPR to judge organic-position intervention timing, and improve promotion efficiency through precise keyword lists, competitor ASIN reverse lookup, and multi-variant ad architecture. The accompanying spreadsheet templates and historical materials are suitable for learning by doing, helping operators turn lecture notes into executable promotion plans.

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• 1.Full On-Site Traffic Breakdown: Search Page Logic & Promo Framework (Audio+Transcript)
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• 2.White-Hat Promotion: Profit Formula, Four Ad Channels & A9 Slot-Output Principles (Audio+Transcript)
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• 3.Keyword Weighting, Root-Word Weight & New-Product Stockout Rules (Audio+Transcript)
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• 4.COS Algorithm, Organic-Intervention & Expected/Actual Slot-Output Guide (Audio+Transcript)
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• 5.Ad-Slot Logic: Bidding Strategy, Bid Increments & Auction System (Audio+Transcript)
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• 6.Precise Ad-Slot Control: TOS/ROS/PP Scaling + Budget & Profit Breakthrough (Audio+Transcript)
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• 7.Bid CTR/CVR Criteria & Promotion Feasibility Assessment (Audio+Transcript)
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• 8.Ad Practice: Scale/Dial-Down Strategy & Data Optimization (Audio+Transcript)
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• 9.Scaling Practice: Profit/Investment Ads + Campaign Split/Merge Logic (Audio+Transcript)
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• 10.Budget TACoS, Full Traffic-Entry Collection & Keyword Research (Audio+Transcript)
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• 11.Bid Tuning, Campaign Splitting & Internal-Competition Optimization (Audio+Transcript)
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• 12.Ads: Target vs Traffic Words, Match Rules & Root-Word System (Audio+Transcript)
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• 13.Precise-List Building, Traffic-Structure Analysis & Targeted Competitor ASIN Ads (Audio+Transcript)
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• 14.Pre-Promo Research: Traffic Analysis, Pricing & Scaling Direction (Audio+Transcript)
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• 15.Product-Targeting Architecture + Data Diagnosis: Duplicate-Ad & Bid Fixes (Audio+Transcript)
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• 16.Target-Word Scale/Dial-Down Full Flow (Audio+Transcript)
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• 17.Multi-Variant Architecture: Main-ASIN Division, Growth & Testing (Audio+Transcript)
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• 18.Ad Funnel Architecture: Precise Search-Term Scaling & Promo (Audio+Transcript)
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• 19.A9 & COSMO/RUFUS Response & COS Algorithm (Audio+Transcript)
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• 20.Profit-Type vs Investment Ads: ACOS/ACOAS/TACOS (Audio+Transcript)
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• 21.PPT: Juhong Cross-Border—Soju Advanced-Ad Sharing for Students
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• 22.Mind Map: Course Structure, Traffic Entries & SD Layout
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• 23.Historical: Soju Mid-Advanced Ad PDF, Live Replays & Q&A
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• 24.Template Pack: selection, profit, inventory, promo, KPI, competitor research, CPC bid calculator, etc.
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• 25.Precise-List Building Video
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💡 Study tip: This tutorial reflects industry practices at the time of release; please align it with the latest platform rules while learning.