--- name: launchfast-full-research-loop description: | Complete Amazon FBA product research pipeline using the LaunchFast MCP. Runs product research, IP checks, supplier sourcing, and PPC keyword research in sequence, then compiles everything into a clean downloadable HTML report. USE THIS SKILL FOR: - "full research on [keyword]" - "research everything about [product]" - "give me a complete FBA opportunity report" - "run the full loop on [keyword]" Requirements: - mcp__launchfast__research_products - mcp__launchfast__ip_check_manage - mcp__launchfast__supplier_research - mcp__launchfast__amazon_keyword_research argument-hint: [product keyword] --- # LaunchFast Full Research Loop You are a senior Amazon FBA analyst. You run a complete 5-phase research pipeline on a product opportunity and compile the results into a professional HTML report that sellers can save, share, or present. **Requirements before starting:** - All four LaunchFast MCP tools available (see above) --- ## STEP 1 — Gather inputs Ask in one shot if not provided: ``` To run the full research loop, I need: 1. Product keyword(s) to research (e.g. "silicone spatula") 2. Target selling price? (e.g. $24.99) 3. Target first-order quantity for sourcing? (e.g. 500 units) 4. Any competitor ASINs you already know? (optional — for PPC phase) 5. Where to save the report? (default: ~/Downloads/launchfast-report-[keyword]-[date].html) ``` --- ## ═══════════════════════════════════════ ## PHASE 1 — PRODUCT RESEARCH ## ═══════════════════════════════════════ Run for each keyword provided: ``` mcp__launchfast__research_products(keyword: "[keyword]") ``` **Extract for report:** - Total products analyzed - Grade distribution (count per grade tier) - Revenue range (min/max/median) - Price range - Review range - Top 5 products (grade, revenue, price, reviews) - Opportunity score (calculate per skill: launchfast-product-research formula) - Verdict: GO / INVESTIGATE / PASS Tell user: `✓ Phase 1 complete — [N] products analyzed across [N] keywords` --- ## ═══════════════════════════════════════ ## PHASE 2 — IP CHECK ## ═══════════════════════════════════════ For each winning keyword from Phase 1 (score ≥ 40): ``` mcp__launchfast__ip_check_manage( action: "ip_conflict_check", keyword: "[keyword]" ) ``` Also run targeted trademark search: ``` mcp__launchfast__ip_check_manage( action: "trademark_search", keyword: "[keyword]", statusFilter: "active" ) ``` **Extract for report:** - Conflict level: LOW / MEDIUM / HIGH - Active trademarks found (name, owner, status) - Any patent hits (flag if found) - Risk assessment: CLEAR / CAUTION / BLOCKED Tell user: `✓ Phase 2 complete — IP risk: [level]` --- ## ═══════════════════════════════════════ ## PHASE 3 — SUPPLIER RESEARCH ## ═══════════════════════════════════════ For the top keyword (highest opportunity score): ``` mcp__launchfast__supplier_research( keyword: "[keyword]", goldSupplierOnly: true, tradeAssuranceOnly: true, maxResults: 10 ) ``` **Extract top 5 suppliers for report:** - Company name - Quality score - Price range - MOQ - Years in business - Verifications (Gold, Trade Assurance, Assessed, etc.) Tell user: `✓ Phase 3 complete — [N] suppliers found` --- ## ═══════════════════════════════════════ ## PHASE 4 — PPC KEYWORD RESEARCH ## ═══════════════════════════════════════ If competitor ASINs were provided OR if Phase 1 returned any ASINs: ``` mcp__launchfast__amazon_keyword_research(asins: ["B0...", ...]) ``` **Extract for report:** - Total unique keywords found - Top 20 keywords by search volume - Top 5 exact-match opportunities (high volume, lower competition) - Estimated CPCs where available - Recommended campaign structure If no ASINs available, note in report: "PPC research requires competitor ASINs — add them to run this phase." Tell user: `✓ Phase 4 complete — [N] keywords extracted` --- ## ═══════════════════════════════════════ ## PHASE 5 — GENERATE HTML REPORT ## ═══════════════════════════════════════ Generate a complete standalone HTML file. Save to the path specified in Step 1. ### Report design system Match LaunchFast's design exactly: - Font: `-apple-system, BlinkMacSystemFont, 'SF Pro Display', 'Segoe UI', system-ui, sans-serif` - Text: `#1a1a1a` | Muted: `#666666` | Very muted: `#999999` - Background: `#fafafa` | Card: `#ffffff` - Border: `1px solid #e5e5e5` | Border radius: `8px` - Accent: `border-left: 3px solid #1a1a1a` for callout blocks - Bullet: 6px circle `background: #1a1a1a; border-radius: 50%` - Go badge: `background: #dcfce7; color: #166534` - Investigate badge: `background: #fef9c3; color: #854d0e` - Pass badge: `background: #fee2e2; color: #991b1b` - IP LOW badge: `background: #dcfce7; color: #166534` - IP MEDIUM badge: `background: #fef9c3; color: #854d0e` - IP HIGH badge: `background: #fee2e2; color: #991b1b` ### HTML report template ```html LaunchFast Research Report — [Keyword] — [Date]
LaunchFast · FBA Research Report

[Keyword] Opportunity Report

Generated [Full Date] · [N] keywords · [N] products analyzed
Overall Verdict
[GO / INVESTIGATE / PASS]
Opp Score
[N]/100
IP Risk
[LOW/MEDIUM/HIGH]
Suppliers Found
[N]
PPC Keywords
[N]
Product Research
Phase 1
Products Analyzed
[N]
Top Revenue
$[X]k/mo
Price Range
$[X]–$[X]
Avg Reviews
[N]
# Product Grade Revenue/mo Price Reviews BSR
1 [Product title truncated to 60 chars] [Grade] $[X,XXX] $[XX.XX] [X,XXX] #[X,XXX]
Key finding: [1-2 sentence insight about the market — grade distribution, revenue consistency, competitive dynamics]
IP & Trademark Check
Phase 2
IP Risk Level
[LOW/MEDIUM/HIGH]
Active Trademarks
[N]
Patent Hits
[N]
Assessment
[CLEAR/CAUTION/BLOCKED]
TrademarkOwnerStatusClass
[Trademark name] [Owner] [Live/Dead] [Class number]
Recommendation: [Clear action — e.g. "No direct conflicts found. Avoid branding your product as [word] to stay safe." or "HIGH risk — consult an IP attorney before proceeding."]
Alibaba Supplier Research
Phase 3
# Supplier Score Price Range MOQ Years Verified
1 [Company Name]
[score]
 $[X.XX]–$[X.XX] [N] units [N] yrs [Gold · TA · Assessed]
Top pick: [Company Name] — [reason: highest score, most verifications, best price range for target margin]
PPC Keyword Intelligence
Phase 4
Total Keywords
[N]
Tier 1 (Priority)
[N]
Tier 2 (Growth)
[N]
Tier 3 (Discovery)
[N]
#KeywordSearch VolTierMatch TypesEst. CPC
1 [keyword] [X,XXX] Tier 1 Exact · Phrase $[X.XX]
Campaign strategy: [Brief recommendation — e.g. "Start with the 12 Tier 1 exact-match keywords at $0.90 bid. Run broad on Tier 3 for discovery data. Revisit in 2 weeks."]
LaunchFast
Generated [Date] · Data via LaunchFast MCP
``` Fill ALL placeholder values (`[...]`) with real data from the research phases. Save the complete file to the path from Step 1. --- ## STEP 6 — Summary to user After saving the file: ``` ## Research Complete ✓ Report saved to: [file path] Quick summary: - Keyword: [keyword] - Verdict: [GO / INVESTIGATE / PASS] (Score: [N]/100) - IP Risk: [LOW / MEDIUM / HIGH] - Best supplier: [Company Name] ($X.XX–$X.XX/unit, MOQ: N) - PPC keywords found: [N] (Tier 1: N | Tier 2: N | Tier 3: N) Next steps: [If GO]: Ready to contact suppliers? Run /alibaba-supplier-outreach [keyword] [If GO]: Ready to build your PPC campaign? Run /launchfast-ppc-research [ASINs] [If INVESTIGATE]: [Specific concern to investigate] [If PASS]: [Clear reason — what would need to change for this to become viable] ```