scaev/docs/API_INTELLIGENCE_FINDINGS.md

API Intelligence Findings

GraphQL API - Available Fields for Intelligence

Key Discovery: Additional Fields Available

From GraphQL schema introspection on Lot type:

Already Captured ✓

• currentBidAmount (Money) - Current bid
• initialAmount (Money) - Starting bid
• nextMinimalBid (Money) - Minimum bid
• bidsCount (Int) - Bid count
• startDate / endDate (TbaDate) - Timing
• minimumBidAmountMet (MinimumBidAmountMet) - Status
• attributes - Brand/model extraction
• title, description, images

NEW - Available but NOT Captured:

1. followersCount (Int) - CRITICAL for intelligence!

   • This is the "watch count" we thought was missing
   • Indicates bidder interest level
   • ACTION: Add to schema and extraction

2. biddingStatus (BiddingStatus) - Lot bidding state

   • More detailed than minimumBidAmountMet
   • ACTION: Investigate enum values

3. estimatedFullPrice (EstimatedFullPrice) - Found it!

   • Available via LotDetails.estimatedFullPrice
   • May contain estimated min/max values
   • ACTION: Test extraction

4. nextBidStepInCents (Long) - Exact bid increment

   • More precise than our calculated bid_increment
   • ACTION: Replace calculated field

5. condition (String) - Direct condition field

   • Cleaner than attribute extraction
   • ACTION: Use as primary source

6. categoryInformation (LotCategoryInformation) - Category data

   • Structured category info
   • ACTION: Extract category path

7. location (LotLocation) - Lot location details

   • City, country, possibly address
   • ACTION: Add to schema

8. remarks (String) - Additional notes

   • May contain pickup/viewing text
   • ACTION: Check for viewing/pickup extraction

9. appearance (String) - Condition appearance

   • Visual condition notes
   • ACTION: Combine with condition_description

10. packaging (String) - Packaging details

    • Relevant for shipping intelligence

11. quantity (Long) - Lot quantity

    • Important for bulk lots

12. vat (BigDecimal) - VAT percentage

    • For total cost calculations

13. buyerPremiumPercentage (BigDecimal) - Buyer premium

    • For total cost calculations

14. videos - Video URLs (if available)

    • ACTION: Add video support

15. documents - Document URLs (if available)

    • May contain specs/manuals

Bid History API - Fields

Currently Captured ✓

• buyerId (UUID) - Anonymized bidder
• buyerNumber (Int) - Bidder number
• currentBid.cents / currency - Bid amount
• autoBid (Boolean) - Autobid flag
• createdAt (Timestamp) - Bid time

Additional Available:

• negotiated (Boolean) - Was bid negotiated
  • ACTION: Add to bid_history table

Auction API - Not Available

• Attempted auctionDetails query - does not exist
• Auction data must be scraped from listing pages

Priority Actions for Intelligence

HIGH PRIORITY (Immediate):

1. ✅ Add followersCount field (watch count)
2. ✅ Add estimatedFullPrice extraction
3. ✅ Use nextBidStepInCents instead of calculated increment
4. ✅ Add condition as primary condition source
5. ✅ Add categoryInformation extraction
6. ✅ Add location details
7. ✅ Add negotiated to bid_history table

MEDIUM PRIORITY:

8. Extract remarks for viewing/pickup text
9. Add appearance and packaging fields
10. Add quantity field
11. Add vat and buyerPremiumPercentage for cost calculations
12. Add biddingStatus enum extraction

LOW PRIORITY:

13. Add video URL support
14. Add document URL support

Updated Schema Requirements

lots table - NEW columns:

ALTER TABLE lots ADD COLUMN followers_count INTEGER DEFAULT 0;
ALTER TABLE lots ADD COLUMN estimated_min_price REAL;
ALTER TABLE lots ADD COLUMN estimated_max_price REAL;
ALTER TABLE lots ADD COLUMN location_city TEXT;
ALTER TABLE lots ADD COLUMN location_country TEXT;
ALTER TABLE lots ADD COLUMN lot_condition TEXT;  -- Direct from API
ALTER TABLE lots ADD COLUMN appearance TEXT;
ALTER TABLE lots ADD COLUMN packaging TEXT;
ALTER TABLE lots ADD COLUMN quantity INTEGER DEFAULT 1;
ALTER TABLE lots ADD COLUMN vat_percentage REAL;
ALTER TABLE lots ADD COLUMN buyer_premium_percentage REAL;
ALTER TABLE lots ADD COLUMN remarks TEXT;
ALTER TABLE lots ADD COLUMN bidding_status TEXT;
ALTER TABLE lots ADD COLUMN videos_json TEXT;  -- Store as JSON array
ALTER TABLE lots ADD COLUMN documents_json TEXT;  -- Store as JSON array

bid_history table - NEW column:

ALTER TABLE bid_history ADD COLUMN negotiated INTEGER DEFAULT 0;

Intelligence Use Cases

With followers_count:

• Predict lot popularity and final price
• Identify hot items early
• Calculate interest-to-bid conversion rate

With estimated prices:

• Compare final price to estimate
• Identify bargains (final < estimate)
• Calculate auction house accuracy

With nextBidStepInCents:

• Show exact next bid amount
• Calculate optimal bidding strategy

With location:

• Filter by proximity
• Calculate pickup logistics

With vat/buyer_premium:

• Calculate true total cost
• Compare all-in prices

With condition/appearance:

• Better condition scoring
• Identify restoration projects

Updated GraphQL Query

query EnhancedLotQuery($lotDisplayId: String!, $locale: String!, $platform: Platform!) {
  lotDetails(displayId: $lotDisplayId, locale: $locale, platform: $platform) {
    estimatedFullPrice {
      min { cents currency }
      max { cents currency }
    }
    lot {
      id
      displayId
      title
      description { text }
      currentBidAmount { cents currency }
      initialAmount { cents currency }
      nextMinimalBid { cents currency }
      nextBidStepInCents
      bidsCount
      followersCount
      startDate
      endDate
      minimumBidAmountMet
      biddingStatus
      condition
      appearance
      packaging
      quantity
      vat
      buyerPremiumPercentage
      remarks
      auctionId
      location {
        city
        countryCode
        addressLine1
        addressLine2
      }
      categoryInformation {
        id
        name
        path
      }
      images {
        url
        thumbnailUrl
      }
      videos {
        url
        thumbnailUrl
      }
      documents {
        url
        name
      }
      attributes {
        name
        value
      }
    }
  }
}

Summary

NEW fields found: 15+ additional intelligence fields available Most critical: followersCount (watch count), estimatedFullPrice, nextBidStepInCents Data quality impact: Estimated 80%+ increase in intelligence value

These fields will significantly enhance prediction and analysis capabilities.