---

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

  
  
  
  


  
  

    
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]
      
    
    
    

      

        
Trademark
Owner
Status
Class
      
      

        

          
[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]
      
    
    

      

        
#
Keyword
Search Vol
Tier
Match Types
Est. 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]