Amazon Ads Cost-Cut & Efficiency Course: Deep Dive the COS Algorithm, Precisely Control Budget, Break Through Profit and Traffic Bottlenecks

Course intro:
This is a 2026 in-person advanced ads practical course, deep-diving Amazon's A9 algorithm and COS traffic rules. It covers keyword weighting, bid determination, ad-funnel building, multi-variant placement, and scaling up/down in practice, alongside new-listing weight maintenance and out-of-stock weight recovery. It comes with full recordings, transcripts, and a keyword-list production video, plus dozens of operating SOPs and templates for profit accounting, competitor research and inventory management. All white-hat compliant, for senior Amazon operators and store owners who want to lower ACoS, lift organic ranking and break through profit bottlenecks.

Course catalog:
01-PPT
1_Juhong Cross-border - Soju advanced ads course 20260312 shared student.pdf
02 - Recordings
13.wav
COS algorithm readout, ad intervention on organic slots and expected/actual slot yield - recording.wav
Amazon keyword weighting, stem-linked weight and new-listing out-of-stock weight rules - recording.wav
Amazon ad-placement underlying logic: bidding strategy, bid rules and bid determination - recording.wav
Precise ad-placement control: TOS ROS PP scaling + budget and profit bottleneck breakthrough - recording.wav
Amazon ads in practice: scaling strategy and data optimization - recording.wav
Amazon ad bid CTR/CVR standards and viability assessment - recording.wav
Amazon ad scaling in practice: profitable-ad optimization + campaign split/merge logic - recording.wav
Amazon ads: targeting vs traffic words, match rules and stem targeting - recording.wav
Full pre-launch research: traffic analysis, pricing and scaling direction - recording.wav
Amazon white-hat promotion: profit formula, four ad channels and A9 slot-yield principles - recording.wav
Full breakdown of Amazon on-site traffic: search/results-page logic and promotion framework - recording.wav
Keyword-list production, traffic-structure analysis and competitor ASIN targeting - recording.wav
Product-targeting architecture + ad-data diagnosis: duplicate-placement check and bid optimization - recording.wav
Multi-variant ad architecture: hero-split, traffic growth and hero testing - recording.wav
Ad funnel hierarchy: precise search-word scaling and promotion tactics - recording.wav
Ad budget TACoS setting, full traffic-entry collection and keyword research - recording.wav
Full flow of scaling up and down on targeting words - recording.wav
Bid control, campaign splitting and internal-competition optimization - recording.wav
03 - Recordings to text
1320260512210140.docx
COS algorithm readout, ad intervention on organic slots and expected/actual slot yield - transcript.docx
Amazon keyword weighting, stem-linked weight and new-listing out-of-stock weight rules - transcript.docx
Amazon ad-placement underlying logic: bidding strategy, bid rules and bid determination - transcript.docx
Precise ad-placement control: TOS ROS PP scaling + budget and profit bottleneck breakthrough - transcript.docx
Amazon ads in practice: scaling strategy and data optimization - transcript.docx
Amazon ad bid CTR/CVR standards and viability assessment - transcript.docx
Amazon ad scaling in practice: profitable-ad optimization + campaign split/merge logic - transcript (1).docx
Amazon ads: targeting vs traffic words, match rules and stem targeting - transcript.docx
Full pre-launch research: traffic analysis, pricing and scaling direction - transcript.docx
Amazon white-hat promotion: profit formula, four ad channels and A9 slot-yield principles - transcript.docx
Full breakdown of Amazon on-site traffic: search/results-page logic and promotion framework - transcript.docx
Keyword-list production, traffic-structure analysis and competitor ASIN targeting - transcript 20260512210417.docx
Product-targeting architecture + ad-data diagnosis: duplicate-placement check and bid optimization - transcript.docx
Multi-variant ad architecture: hero-split, traffic growth and hero testing - transcript.docx
Ad funnel hierarchy: precise search-word scaling and promotion tactics - transcript.docx
Ad budget TACoS setting, full traffic-entry collection and keyword research - transcript.docx
Full flow of scaling up and down on targeting words - transcript.docx
Listing requirements.xlsx
PayPal fee calculator.xlsx
U120 - Amazon product competitor analysis.xlsx
U207 - Amazon operations SOP.xls
Amazon 0-to-1 hit-new-product plan - action details.xls
Amazon listing SEO keyword auto-detector.xlsx
Amazon universal reply template.xlsx
Amazon second-review and common email reply templates.xlsx
Amazon keyword organization full steps.xlsx
Amazon invoice template English version.xlsx
Amazon eligible categories.xls
Amazon brand ABA keyword selection.xlsx
Amazon useful websites summary.xlsx
Amazon bidding strategy.xlsx
Amazon new-product four-week hit build - daily actions.xls
Amazon new-product promotion pace tracker.xlsx
Amazon new-product promotion super-detail ops.xlsx
Amazon new-product promotion detailed steps.xlsx
Amazon gross-margin and refund stats.xlsx
Amazon off-site influencer resources.xlsx
Amazon refined-operations full tutorial SOP.xlsx
Amazon US FBA warehouses.xls
Amazon account-performance appeal templates.xls
Amazon ops manager KPI table.xlsx
Amazon ops staff KPI table.xls
Amazon ops toolbox.xlsx
Amazon ops promotion plan.xlsx
Amazon daily account-data master tracker.xlsx
Amazon product-selection multi-dimensional analysis.xlsx
Product development sheet.xlsx
Supply-chain project ROI worksheet.xlsx
Keyword ops data summary.xlsx
Price-and-profit calc template.xlsx
Inventory and promotion recommendation sample.xlsx
Multi-dimensional research score risk-assessment.xlsx
Ad pivot-table template SP+SB+SD-
Inventory analysis - over safe-stock alert (1).xlsx
Inventory analysis - over safe-stock alert.xlsx
Inventory replenishment sheet.xlsx
Inventory + ops tracker.xlsx
30-day hit-build promotion steps.xlsx
Bulk-upload common errors explained.xlsx
New coupon and deal fee differences (incl. new-deal fee calc).xlsx
New-product promotion plan.xlsx
New-product ops register.xls
Logistics price-comparison process - template.xlsx
Off-site promotion notes - infringement types.xlsx
Competitor analysis table.xls
Competitor research & promotion plan.xlsx
Competitor research template.xlsx
Competitor analysis.xlsx
Influencer cooperation planning.xlsx
Influencer tools checklist.xlsx
US profit table final.xls
Replenishment recommendation template.xlsx
Sheet - product analysis - generic.xlsx
Cross-border e-commerce performance system.xls
Ops data monitoring summary.xlsx
Ops data statistics.xlsx
Product-selection essentials.xlsx
Product research sheet.xlsx
Project ROI worksheet.xlsx
08 - Keyword list production video
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