Best for
- Use when the user is launching or running a DROPSHIPPING business end to end — the full 12-phase pipeline: product research with winning criteria, Minea and PiPiAds, supplier sourcing on AliExpress, CJ, Spocket, and Zen…
minhnv0807/ai-business-skills/modules/dropshipping/en/29-dropshipping-mastery-global/SKILL.md
Use when the user is launching or running a DROPSHIPPING business end to end — the full 12-phase pipeline: product research with winning criteria, Minea and PiPiAds, supplier sourcing on AliExpress, CJ, Spocket, and Zendrop, Shopify store and app setup, the 10-ads-per-week creative pipeline, interest and lookalike targeting, 3-5x markup and BE-ROAS math, customer service, and scaling. Trigger on 'start dropshipping', 'winning product research', 'Shopify store setup', 'AliExpress supplier', 'scal
Decision brief
Flagship skill for building a profitable dropshipping operation in US/EU/global markets. Covers the full pipeline from product research to scaling — with realistic 2025-2026 tools, prices, and benchmarks.
Compatibility matrix
| Platform | Status | Evidence | What to check |
|---|---|---|---|
| Codex | Not declared | No explicit evidence | Portability before use |
| Claude Code | Not declared | No explicit evidence | Portability before use |
| Cursor | Not declared | No explicit evidence | Portability before use |
| Gemini CLI | Not declared | No explicit evidence | Portability before use |
Installation
The source command is displayed only when detected. A safe inspection prompt is always available so your agent can explain every action before execution.
npx skills add https://github.com/minhnv0807/ai-business-skills --skill "modules/dropshipping/en/29-dropshipping-mastery-global"Inspect the Agent Skill "29-dropshipping-mastery-global" from https://github.com/minhnv0807/ai-business-skills/blob/958bd43b03afbc5afc42dfdb3fb2c087b23309e4/modules/dropshipping/en/29-dropshipping-mastery-global/SKILL.md at commit 958bd43b03afbc5afc42dfdb3fb2c087b23309e4. List every install step, command, network request, credential, file read/write, external action, and rollback step. Explain whether it fits my task. Do not install or execute anything until I approve.
Workflow
Theme strategy: - Validation phase: Free Dawn theme (Shopify default). Fast, mobile-optimized. Don't waste money on themes for unproven products. - Scaling phase: Upgrade to Symmetry ($350) or Minogue / Booster ($100-200) for higher conversion. Test theme change as A/B once doin…
What is dropshipping? A retail model where you sell products online without holding inventory. When a customer orders, you forward the order to a supplier (AliExpress, CJ, etc.) who ships directly to the customer. You keep the margin between supplier price and your retail price.
Ask up to 4 questions before generating output: 1. Niche: What product category interests you? (e.g., pet, beauty, home, fitness, gadgets) Or "I need help picking." 2. Supplier preference: Fast shipping (Spocket/Zendrop, premium cost) or cheapest (AliExpress, slow shipping)? 3.…
Winning product = product that converts cold traffic profitably. Not "good product" — converts on impulse with paid ads.
Comparison table (2025-2026 pricing):
Permission review
No configured static risk pattern was detected
This is not proof of safety. Runtime behavior, indirect dependencies, and hidden external systems are outside the static scan.
Evidence record
| Signal | Value | Evidence type | Meaning |
|---|---|---|---|
| Quality score | 95/100 | Computed | Documentation, specificity, maintenance, and trust rules |
| Repository stars | 553 | Source | Repository attention, not individual Skill quality |
| Compatibility | 0 platforms | Source | Declared in the catalog source record |
| Usage guide | automated source guide | Editorial | Generated or reviewed according to the visible evidence level |
Pinned source
Flagship skill for building a profitable dropshipping operation in US/EU/global markets. Covers the full pipeline from product research to scaling — with realistic 2025-2026 tools, prices, and benchmarks.
What is dropshipping? A retail model where you sell products online without holding inventory. When a customer orders, you forward the order to a supplier (AliExpress, CJ, etc.) who ships directly to the customer. You keep the margin between supplier price and your retail price.
Difference vs other models:
When to choose dropshipping:
When NOT to dropship:
Realistic expectations: 90% of dropshippers fail in the first 6 months. The top 10% who survive iterate fast, master ad creative, and reinvest profits. Successful operators do $10K-$1M+/month, but most plateau at $1K-5K/month before quitting. The lever is creative quality + product selection — not "secret hacks."
Ask up to 4 questions before generating output:
Winning product = product that converts cold traffic profitably. Not "good product" — converts on impulse with paid ads.
5 criteria scorecard (score 1-5 each, target 20+ to test):
| Criterion | Why it matters | Example |
|---|---|---|
| Wow factor | Stops the scroll on Facebook/TikTok. Solves visible problem OR unique novelty. | Posture corrector, LED dog collar, ice roller |
| Price range $20-70 | Sweet spot for impulse buy + 3-5x markup room | Cost $5-15 → sell $25-50 |
| Lightweight & shippable | <500g, fits envelope/small box. Lower shipping cost = better margins. | Avoid bulky/fragile (lamps, glassware) |
| Multi-supplier availability | Backup if one supplier fails or stocks out | Search AliExpress for 3+ suppliers same item |
| Not saturated | Avoid Amazon top sellers (price-compressed) and obvious viral items 6+ months in | Use Minea/PiPiAds to gauge ad volume |
Research sources (2025-2026 prices):
Validation framework before testing:
Comparison table (2025-2026 pricing):
| Supplier | Cost | Shipping (US) | Quality | Best for |
|---|---|---|---|---|
| AliExpress | Cheapest | 15-30 days | Variable | Testing, validation phase |
| CJ Dropshipping | +10-20% vs AE | 7-15 days (US warehouse) | Good | Scaling phase, branding services |
| Spocket | +30-50% vs AE | 3-7 days (US/EU) | High | Premium positioning, shipping-sensitive markets |
| Zendrop | +15-30% vs AE | 5-8 days (US) | Good | US-focused, automation-heavy |
| AutoDS | $26-321/mo + product | Varies (multi-supplier) | Varies | Hands-off automation, multi-source |
Detailed notes:
Negotiation tips with AliExpress sellers:
Theme strategy:
Must-have apps (2025-2026 pricing):
| App | Purpose | Cost |
|---|---|---|
| DSers | AliExpress fulfillment automation | Free-$49/mo |
| Loox or Judge.me | Photo reviews — critical for trust | $9-99/mo |
| Klaviyo | Email + SMS — abandoned cart, post-purchase, flows | Free-$45/mo (250 contacts) |
| Vitals | 40+ apps in one (upsells, currency, sticky cart) | $30-60/mo |
| Hurrify or Sales Pop | Urgency + social proof popups | $7-29/mo |
| GTranslate | Multi-region translation | $10-40/mo |
| PageFly | Page builder for higher-converting LPs | Free-$99/mo |
| OneClickUpsell or ReConvert | Post-purchase upsells | $15-99/mo |
Conversion optimization checklist:
Rule: test 10 NEW ads every week. Creative is the lever, not targeting. Top dropshippers iterate creative weekly; mediocre operators run the same ad until it dies.
Format mix (target distribution):
UGC pattern (the highest-converting format in 2025-2026):
[3s Hook] Person on camera, raw phone footage
"I tried 5 different X, but THIS one finally worked..."
[10s Problem] Show the problem visually
"I was so tired of [pain point]..."
[15s Solution] Reveal the product
"Then I found this little [product]..."
[20s Proof] Demo + transformation
Show product in use, before/after, results
[5s CTA] Strong call-to-action
"Link in bio. 50% off today only. Get yours."
Production tools:
Weekly creative production schedule:
Creative iteration framework:
Cold testing phase (Day 1-7):
Scaling phase (Day 8-30):
iOS 14.5+ reality:
TikTok Ads specifics:
Budget allocation rules:
3-5x markup formula (the dropshipping standard):
Supplier cost: $5
Markup 5x: $25
Sell price: $24.99 (charm pricing)
Profit/unit: $19.99 gross
Less ad cost: $10-15 (typical CPP)
Less Shopify: $1-2 (transaction fee)
Net profit: $4-8/unit (15-30% margin)
BE-ROAS (Break-Even ROAS) formula:
BE-ROAS = 1 / (gross profit margin)
If product cost $5, sells $25:
Gross margin = ($25 - $5) / $25 = 80%
BE-ROAS = 1 / 0.80 = 1.25x
But factor in fulfillment, transaction fees, refunds (~10%):
Net margin ~= 60%
BE-ROAS = 1 / 0.60 = 1.67x
Need actual ROAS > BE-ROAS to be profitable. Many dropshippers chase 2x ROAS but don't realize their BE-ROAS is 1.8x — they're barely profitable.
Price ladder (encourage upsell):
Charm pricing rules:
Anchor pricing:
Free + Shipping model (advanced):
Long shipping reality:
Email sequence (auto-send via Klaviyo):
Day 0 — Order Confirmation:
"Thanks for your order! We're processing it now. You'll receive tracking info within 3-5 business days. Estimated delivery: 15-30 days."
Day 7 — Shipping Update:
"Good news — your order is on its way! Track it here: [link]. We'll email you when it's near delivery."
Day 14 — Patience Builder:
"Your order is in transit. Customs clearance can take a few extra days. Hang tight — we'll notify you when it's nearby!"
Day 25 — If still not delivered:
"Almost there! If you haven't received your order in the next 5 days, reply to this email and we'll resolve it immediately."
Refund policy template:
FAQ template (10 essential questions):
Customer service tools:
Chargeback management:
Phase 1: Validate ($300-500 spend, 5-10 days)
Phase 2: Scale horizontally ($500-2K/day spend)
Phase 3: Vertical scaling ($2K-50K/day spend)
Phase 4: Pivot or exit decision
Key scaling metrics to track:
FTC (US — Federal Trade Commission):
EU CHRD (Consumer Rights Directive):
GDPR (EU):
CCPA (California — Consumer Privacy Act):
Shipping disclosure (critical):
Product claims (avoid):
Trademark/IP:
Action checklist before launching:
Cross-references: This skill works alongside 12-landing-page-brief-global (build the actual product page), 05-ad-copy-global (write the ad copy), 17-pricing-strategy-global (deeper pricing math), 21-ads-audit-global (diagnose underperforming ads), and references/dropshipping-tools-global (extended tool comparison).
Quality checklist before finalizing your dropshipping plan:
Frequently asked questions
Flagship skill for building a profitable dropshipping operation in US/EU/global markets. Covers the full pipeline from product research to scaling — with realistic 2025-2026 tools, prices, and benchmarks.
The source record exposes this install command: npx skills add https://github.com/minhnv0807/ai-business-skills --skill "modules/dropshipping/en/29-dropshipping-mastery-global". Inspect the command and pinned source before running it.
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