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', 'scale my dropshipping store', 'my store gets traffic and no sales'. Not for — only the ad copy, see `05-ad-copy-global`; only the product page, see `12-landing-page-brief-global`; only the account audit, see `21-ads-audit-global`; only pricing, see `17-pricing-strategy-global`.
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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', 'scale my dropshipping store', 'my store gets traffic and no sales'. Not for — only the ad copy, see `05-ad-copy-global`; only the product page, see `12-landing-page-brief-global`; only the account audit, see `21-ads-audit-global`; only pricing, see `17-pricing-strategy-global`.
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.
1. For newbies — Read this first
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:
Amazon FBA: You buy inventory upfront, ship to Amazon warehouses. Higher capital, faster shipping, brand-locked to Amazon ecosystem.
Branded e-commerce: You manufacture or white-label, hold inventory, build long-term brand. Highest capital, highest margins, durable moat.
White label / private label: Custom-branded products from suppliers, often with MOQ. Middle path between dropshipping and full brand.
Dropshipping: Lowest capital, fastest iteration, lowest margins per unit, weakest moat.
When to choose dropshipping:
Low starting capital ($500-2K to begin)
Want to validate product-market fit before investing
Comfortable iterating fast (test products in days, not months)
OK with thin margins (15-30% net) and reliance on suppliers
When NOT to dropship:
You're building a long-term brand with quality differentiation
Your market expects 2-3 day shipping (premium fashion, urgent gifts)
Product requires customization or quality control
You need defensible IP or proprietary tech
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."
2. Information collection
Ask up to 4 questions before generating output:
Niche: What product category interests you? (e.g., pet, beauty, home, fitness, gadgets) Or "I need help picking."
Supplier preference: Fast shipping (Spocket/Zendrop, premium cost) or cheapest (AliExpress, slow shipping)?
Ad platform priority: Facebook/Instagram, TikTok, both, or unsure?
At least 3 active competitors running ads >30 days (Minea check)
Supplier has 1000+ orders + 4.5+ rating on AliExpress
Margin math works: cost $X → sell 3-5X → ad CPP <$15 → break-even achievable
4. Supplier sourcing — AliExpress vs alternatives
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:
AliExpress — Use for product validation (cheap to test). Risks: 15-30 day shipping = customer complaints, variable quality, occasional supplier disappearance. Use Standard Shipping or AliExpress Shipping (faster) when available.
CJ Dropshipping — Middle ground. Has US warehouse for fast shipping on hot products, plus China warehouse for new items. Offers branding services (custom packaging, inserts) once you scale. ~$0 platform fee.
Spocket — US/EU-based suppliers. Shipping in 3-7 days. Premium pricing offsets lower margins, but reduces refunds and chargebacks dramatically. $39-99/mo platform fee.
Zendrop — US warehouse + automation focus. Strong for US-only operations targeting fast shipping. $49-79/mo plus product cost.
AutoDS — Automation-first platform with multi-supplier support. Good for hands-off operations. $26-321/mo depending on order volume.
Negotiation tips with AliExpress sellers:
Message seller AFTER 50+ orders — leverage volume for 5-10% discount.
Request custom packaging (poly mailer with logo) — usually $0.50-2/order extra.
Ask for inventory hold — supplier reserves stock during scaling weeks.
Negotiate faster shipping (ePacket alternatives) at higher prices.
Build personal relationship via WeChat for priority handling.
5. Shopify store setup
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 doing $500+/day revenue.
Reviews section with photos — 5+ reviews minimum before launching ads
Clear shipping policy: stated up front, not hidden
Exit-intent popup with 10% discount (recovers 5-10% of leavers)
6. Ad creative pipeline — 10 ads/week methodology
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):
70% UGC-style video — feels native, authentic, highest converting
20% problem-solution video — scripted demo with clear before/after
10% testimonial / unboxing — social proof, lower production effort
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:
CapCut (free) — primary video editor for short-form
Captions.ai ($10-20/mo) — auto-captions, AI avatars
Pexels / Envato Elements — stock B-roll if needed
Fiverr / UGCAds — order creator-shot UGC ($30-150/video)
Billo ($79+/video) — UGC marketplace, US creators
Insense — UGC + influencer creators marketplace
Weekly creative production schedule:
Monday: Brief 5 UGC creators or shoot 5 in-house
Wed-Thu: Review footage, edit 10 final ads
Friday: Upload, schedule for Monday morning
Sunday: Launch new ads, kill underperformers from prior week
Creative iteration framework:
Test 3-5 hooks per winning concept (same body, different first 3 seconds)
Test 2-3 thumbnails per static ad
Test square (1:1) + vertical (9:16) versions for placement optimization
Ignoring email marketing — Klaviyo flows (welcome, abandoned cart, post-purchase, win-back) generate 25-35% of revenue at maturity.
No retargeting setup — Cold ads have 1-2x ROAS; retargeting often 5-10x. Build retargeting layer once you have 1000+ visitors.
12. Compliance — FTC + EU CHRD
FTC (US — Federal Trade Commission):
Endorsement Guide: Influencers must disclose material connection (#ad, #sponsored). Apply to UGC creators you pay.
Made in USA claims: Don't claim "Made in USA" if shipped from China — FTC fines up to $43K per violation.
Substantiation: All product claims need documented evidence. No "doctor recommended" without proof.
Refund policy disclosure: Must be clear and accessible before purchase.
EU CHRD (Consumer Rights Directive):
14-day cooling-off period: Customer has 14 days to return ANY product, no reason needed
Clear shipping disclosure: Shipping cost + estimated delivery must be shown before checkout
Right to refund: Refund within 14 days of return, including original shipping
Item identity: Product description must accurately match item received
GDPR (EU):
Cookie consent banner required (use CookieYes or Iubenda, $5-20/mo)
Email opt-in must be explicit (no pre-checked boxes)
Privacy policy page must explain data collection, use, sharing
Customer right to data deletion ("right to be forgotten")
CCPA (California — Consumer Privacy Act):
"Do Not Sell My Personal Information" link in footer (US visitors)
Privacy policy must explain CCPA rights for California residents
Honor opt-out requests within 15 days
Shipping disclosure (critical):
Must clearly state shipping origin: "Ships from China" or "International shipping 15-30 days"
False or hidden claims = FTC fines + chargebacks + ad account bans
Use Shopify shipping policy generator (free) or Termly ($10/mo) for compliant policies
Product claims (avoid):
No health claims without FDA/medical proof ("cures," "treats," "heals")
No income claims without disclaimers ("make $5K/month" with typical-results disclosure)
No "lose 20 lbs in 7 days" or similar weight-loss claims (FTC red flag)
No celebrity endorsement without explicit signed permission
Trademark/IP:
Don't use brand names you don't own (no "Apple-style charger")
Run product images through Google reverse image search to catch IP-protected designs
Trademarked logos on products = customs seizure + lawsuit risk
Action checklist before launching:
Privacy policy + Terms of Service + Refund Policy pages live
Cookie consent banner installed
Shipping policy clearly states origin + estimated delivery
Product descriptions don't make unsubstantiated claims
Refund policy follows 14-day EU rule (or 30-day US standard)
Influencer/UGC contracts include FTC disclosure clauses
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:
Product passes 5-criteria scorecard with 20+ score
At least 3 backup suppliers identified
Shopify store has 5+ reviews, trust badges, clear shipping policy
10 creative variations ready for week 1 launch
Pricing math verified — actual ROAS target > BE-ROAS