GIRLFRIEND COLLECTIVE · Global API

Girlfriend Collective Product Data Scraping API

Extract data from the world's leading sustainable athleisure DTC

Our Girlfriend Collective Scraper API delivers multi-currency prices, recycled-fabric SKU flags, size-inclusive XS-6XL variants and ReWear resale data from the world's leading sustainable athleisure DTC. One Girlfriend Collective API call returns clean, structured JSON — ready for your pricing, assortment and competitive-intelligence workflows.

4K+
SKUs
90+
Countries
99.3%
Success
< 1s
Response
⭐ TRENDING
♻️

Girlfriend Collective API

Global · Sustainable
4K+
SKUs
90+
Countries
99.3%
Success
Real-time
Stock
Recycled fabricCompressiveReturnsStore stockSize XS-6XL
Get free 1,000 credits →
⚡ Girlfriend Collective production API
🏆Trusted by 200+ brands
📊1B+ records
⚡ < 1s response
🔒GDPR + CCPA
Why teams choose this

Why teams choose the Girlfriend Collective Scraper API

♻️

Sustainable athleisure

Girlfriend Collective is the authoritative price signal for recycled-fabric athleisure DTC.

💎

Compressive / Float

Compressive / Float / Topanga fabric-line SKU categorization captured.

📏

XS-6XL inclusive

Size-inclusive XS-6XL variant SKUs — unique size-range intelligence.

🔄

ReWear resale

Girlfriend ReWear circular-resale SKU data — unique sustainability signal.

Production-quality data

Sample Girlfriend Collective API Response

Real data structure from Product Data Scrape. Pre-parsed JSON. Platform-specific schema.

icon SAMPLE DATA FROM PRODUCT DATA SCRAPE
production schema
{ "gfc_sku": "CFL-M-FOG", "country": "Global", "scraped_at": "2026-11-03T12:00:00Z", "product": { "title": "Compressive High-Rise Legging — Fog", "category_path": "Women > Leggings > High-Rise" }, "price": { "current": 100.00, "currency": "USD", "fabric_line": "Compressive", "recycled_pct": 79, "size_range": "XS-6XL" }, "api_meta": {"credits_used": 1, "response_time_ms": 487} }
Use cases

What teams build with the Girlfriend Collective API

BRAND

Athletic MAP enforcement

Athletic brands monitor Girlfriend Collective for MAP compliance and global pricing.

Outcome Brand clients
DROP

Launch-drop tracking

Sneaker + athletic brands track Girlfriend Collective launches for release-day intelligence.

Outcome Monthly launches tracked
REPRICER

Athletic repricing

Repricers factor Girlfriend Collective into their global athletic competitive baselines.

Outcome 22% margin lift
AGENCY

Athletic agencies

Agencies managing Girlfriend Collective + peer athletic retailers for brand clients.

Outcome Enterprise accounts
AI

Athletic recommendation apps

AI apps ingest the Girlfriend Collective catalog for athletic-recommendation workflows.

Outcome Monthly active users
CONSULTING

Athletic market reports

Consultancies include Girlfriend Collective data in athletic market-share decks.

Outcome Enterprise retainers
FAQ

How the Girlfriend Collective API works — common questions

Girlfriend Collective pricing + stock refresh every 10-15 minutes on top SKUs via the API. Each call returns the current snapshot with scraped_at timestamp.

Yes — size / color / configuration variants with per-variant stock status and prices are returned per SKU.

Yes — country field is returned per record so you can filter by Global or any available market the brand serves.

99.3%+ success rate across our target SKU set. Each response includes response_time_ms + credits_used in api_meta for transparent audit.

Yes — loyalty-tier pricing surfaces per SKU where the brand exposes it (member pricing, subscription-tier pricing, rewards redemption).

1 credit per call. Free 1,000 credits. Paid from $49/month for 25,000 calls. Volume discounts available.

Get a free sample dataset

See the exact fields, accuracy and format — for your products, on your target sites — before you spend a rupee or a dollar.

  • ✓Sample delivered within 24 hours
  • ✓Scoped to your real use case, not a generic demo
  • ✓No obligation, no long contract

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