AI Skill Report Card

Analyzing Etsy Market Opportunities

B+78·Mar 23, 2026·Source: Web

Quick Start

Input phrases: "boho earrings", "macrame wall hanging"

For each phrase:
1. Search Etsy Marketplace Insights
2. Record: searches, listings, top 5 buyer search terms
3. Add related terms >20 searches as new rows
4. Calculate opportunity score (searches ÷ listings)
5. Sort by opportunity score descending

Workflow

Progress:

  • Access Etsy Marketplace Insights tool
  • Input each target phrase
  • Extract core metrics (searches, listings)
  • Capture "Discover what buyers are searching for" top 5 terms
  • Scan for related terms with >20 searches
  • Calculate opportunity scores for all terms
  • Categorize by search volume thresholds
  • Sort final table by opportunity score (highest first)
  • Format as clean table

Data Collection Steps:

  1. Enter phrase in Marketplace Insights search
  2. Record monthly searches and active listings
  3. Note top 5 buyer search suggestions
  4. Scan related/suggested terms for volume >20
  5. Repeat for each discovered high-volume term

Calculation:

  • Opportunity Score = Monthly Searches ÷ Active Listings
  • Round to 2 decimal places

Categorization Rules:

  • Primary: ≥10 monthly searches
  • Secondary: 1-9 monthly searches
  • Dead: 0 monthly searches

Examples

Example 1: Input: "vintage rings" Raw Data: 2,450 searches, 89,200 listings Top 5 Terms: "vintage engagement rings", "antique rings", "vintage gold rings", "estate rings", "retro rings" Related Terms >20: "vintage diamond rings" (156 searches, 12,400 listings)

Output Row:

TermSearchesListingsOpportunityCategory
vintage rings2,45089,2000.03Primary

Example 2: Input: "handmade soap"
Output Table:

TermSearchesListingsOpportunityCategory
natural soap bars892,1000.04Primary
handmade soap1,20045,6000.03Primary
organic soap2348,9000.03Primary
artisan soap453,2000.01Primary

Best Practices

  • Access Required: Must have Etsy seller account with Marketplace Insights access
  • Fresh Data: Use current month's data; insights update regularly
  • Threshold Discipline: Stick to >20 search minimum for related terms
  • Complete Extraction: Don't skip low-opportunity terms; include all for complete picture
  • Sort Consistency: Always sort by opportunity score descending
  • Clean Formatting: Remove special characters, normalize spacing

Common Pitfalls

  • Don't skip zero-search terms - These reveal dead keywords to avoid
  • Don't round opportunity scores prematurely - Keep precision for accurate sorting
  • Don't ignore seasonal patterns - Note if data seems seasonally skewed
  • Don't mix data timeframes - Use same reporting period for all terms
  • Don't stop at surface level - Dig into related terms; often the best opportunities hide there
  • Don't ignore high-listing terms - Even saturated markets can have profitable niches
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Grade B+AI Skill Framework
Scorecard
Criteria Breakdown
Quick Start
15/15
Workflow
13/15
Examples
15/20
Completeness
17/20
Format
15/15
Conciseness
13/15