Fiverr Data Model

Source: extracted from perseus-initial-props embedded JSON on listing/gig/seller pages. Date: 2026-04-10

Scale

12 top-level categories
299 subcategories (L2)
634 sub-subcategories (L3)
307,985 public gigs (unique URLs in sitemap)
310,422 sellers
55,736 tag pages
Example: creative-logo-design = 208,197 gigs (one subcategory)

Entity: `listing_snapshot`

One row per scraped page of a subcategory listing.

{
  "scraped_at": "2026-04-10T13:45:00Z",
  "category": "graphics-design",
  "subcategory": "creative-logo-design",
  "sub_subcategory": null,
  "page": 1,
  "page_size": 48,
  "total_gigs": 208197,
  "url": "https://www.fiverr.com/categories/graphics-design/creative-logo-design",
  "gigs_in_page": 48,
  "facets": { /* filter facets — price buckets, seller levels, tags */ },
  "price_buckets_skeleton": { /* Fiverr's own price distribution */ }
}

Entity: `gig`

One row per gig listing card (from listing page listings[0].gigs).

{
  "gig_id": 457410421,
  "title": "do a unique, timeless, professional, and minimalist logo design",
  "cached_slug": "do-a-unique-timeless-professional-and-minimalist-logo-design",
  "gig_url": "/gigs/do-a-unique-timeless-professional-and-minimalist-logo-design",
  "category_id": 3,
  "sub_category_id": 49,
  "nested_sub_category_id": 0,
  "category_path": "graphics-design/creative-logo-design",

  // Pricing
  "price_usd": 145,            // from packages.recommended.price
  "duration_hours": 3,
  "price_tier": 0,             // 0=cheapest, 1=standard, 2=premium

  // Status
  "is_pro": true,
  "is_featured": false,
  "is_fiverr_choice": false,
  "is_seller_unavailable": false,

  // Seller (joined from listing card)
  "seller_id": 48642763,
  "seller_name": "mrtranscendence",
  "seller_display_name": "Abhi C",
  "seller_country": "IN",
  "seller_level": "top_rated",
  "seller_rating": 4.9,
  "seller_online": true,
  "seller_languages": [{"code": "en", "level": 3}, {"code": "hi", "level": 3}],
  "hourly_rate_usd": 45,       // cents → divide by 100

  // Reviews (cached on listing)
  "buying_review_rating": 4.9,
  "buying_review_rating_count": 247,

  // Extras
  "offer_consultation": true,
  "has_recurring_option": true,
  "recurring_options": [/* subscription discounts */],
  "metadata": [/* style tags like "geometric", "minimalist" */],
  "num_of_packages": 3,
  "extra_fast": false,

  // Position in listing
  "listing_page": 1,
  "listing_position": 0,

  // Provenance
  "scraped_at": "2026-04-10T13:45:00Z",
  "source_listing_url": "https://www.fiverr.com/categories/graphics-design/creative-logo-design"
}

Entity: `gig_detail` (optional, from gig page `perseus-initial-props`)

Used only for top gigs when we want full pricing tiers, packages, FAQs.

{
  "gig_id": 457410421,
  "packages": [
    {
      "id": 1,
      "title": "Basic - 10 Stems Max",
      "price_cents": 10000,    // on gig page prices are in cents
      "price_usd": 100,
      "duration_hours": 72,
      "revisions": 2,
      "features": [/* list of features with booleans/numerics */]
    }
    // ...standard, premium
  ],
  "description": "...",
  "faq": [/* q/a */],
  "tags": ["reggae", "mixing", "mastering"],
  "reviews": {/* recent reviews snapshot */},
  "notable_clients": [/* logos */],
  "gallery": [/* images, videos */],
  "portfolio": [/* past work */]
}

Entity: `seller_profile` (from `/{username}` page)

{
  "seller_id": 48642763,
  "username": "pgaudio",
  "display_name": "Patrick",
  "level": "top_rated",
  "country": "US",
  "languages": [/* with fluency */],
  "total_reviews": 4821,
  "avg_rating": 4.9,
  "response_time_hours": 1,
  "last_delivery_days_ago": 0,
  "member_since": "2015-01-01",
  "consultation_offered": true,
  "consultation_rate_usd": 50,
  "hourly_rate_usd": 45,
  "price_upfront_enabled": true
}

Price units

CRITICAL: Fiverr stores prices in different units depending on location:

Listing page (listings[0].gigs[].packages.recommended.price): USD integer (e.g., 145 = $145)
Gig page (packages.packageList[].price): cents integer (e.g., 10000 = $100)
hourly_rate on listings: cents integer (e.g., 4500 = $45/hr)

Always normalize during ingest.

Sort orders available

From rawListingData.sorting.sortBy:

rating — best rated (default)
orders — most orders
new_arrivals — newest
recommended — algorithm
Sort by price low/high

Pagination

page_size=48 gigs per page
rawListingData.num_found — total gigs in subcategory
rawListingData.has_more — boolean
rawListingData.next_page_offset — for cursor-style pagination
appData.pagination.total — total matching gigs (respecting filters)

Accessible beyond page 2 (robots.txt blocks bots from page= but data is there).

Fiverr Data Model

Fiverr Data Model

Scale

Entity: listing_snapshot

Entity: gig

Entity: gig_detail (optional, from gig page perseus-initial-props)

Entity: seller_profile (from /{username} page)

Price units

Sort orders available

Pagination

Entity: `listing_snapshot`

Entity: `gig`

Entity: `gig_detail` (optional, from gig page `perseus-initial-props`)

Entity: `seller_profile` (from `/{username}` page)