| 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 |
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
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<title>LaunchFast Research Report — [Keyword] — [Date]</title>
<style>
* { box-sizing: border-box; margin: 0; padding: 0; }
body {
font-family: -apple-system, BlinkMacSystemFont, 'SF Pro Display', 'Segoe UI', system-ui, sans-serif;
background: #fafafa;
color: #1a1a1a;
line-height: 1.5;
padding: 40px 20px;
}
.page { max-width: 960px; margin: 0 auto; }
.report-header { margin-bottom: 40px; }
.report-header .brand { font-size: ; : ; : ; : ; : uppercase; : ; }
{ : ; : ; : -; : ; }
{ : ; : ; }
{
: flex; : center; : ;
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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]
