We extract golf club specifications, pre-owned condition ratings, apparel variants, and discount pricing from Rockbottomgolf. Delivered as clean JSON, CSV, or Parquet to S3, BigQuery, or Snowflake on your cadence.
Structured, schema-consistent data across all major object types — delivered clean, typed, and ready to query.
Complete list of extractable fields for Golf Clubs objects from rockbottomgolf.com. All fields typed and schema-versioned.
"sku": "RBG-19283", "title": "TaylorMade Stealth 2 Driver", "brand": "TaylorMade", "club_type": "Driver", "loft": "10.5", "shaft_flex": "Stiff", "hand": "Right", "price": 499.99, "list_price": 599.99, "condition": "New"
| # | sku | title | brand | club_type | loft | shaft_flex |
|---|---|---|---|---|---|---|
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Complete list of extractable fields for Pre-Owned Inventory objects from rockbottomgolf.com. All fields typed and schema-versioned.
"sku": "PO-9912", "title": "Callaway Rogue ST Max Fairway Wood", "condition_rating": "Very Good", "wear_description": "Minor scratching on sole", "price": 149.99, "original_price": 299.99, "stock_qty": 1, "discount_pct": 50
| # | sku | title | brand | category | condition_rating | wear_description |
|---|---|---|---|---|---|---|
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Complete list of extractable fields for Apparel & Footwear objects from rockbottomgolf.com. All fields typed and schema-versioned.
"sku": "APP-441", "title": "Under Armour Tech Golf Polo", "brand": "Under Armour", "size": "Large", "colour": "Navy", "price": 34.99, "clearance_flag": false, "gender": "Men"
| # | sku | title | brand | gender | category | size |
|---|---|---|---|---|---|---|
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Complete list of extractable fields for Golf Balls objects from rockbottomgolf.com. All fields typed and schema-versioned.
"sku": "GB-112", "title": "Titleist Pro V1x", "brand": "Titleist", "condition": "Mint Refinished", "dozen_count": 3, "price": 89.99, "bulk_discount_tiers": "Buy 3 get 10% off", "compression": "High"
| # | sku | title | brand | model | condition | dozen_count |
|---|---|---|---|---|---|---|
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Complete list of extractable fields for Reviews & Ratings objects from rockbottomgolf.com. All fields typed and schema-versioned.
"review_id": "REV-8812", "sku": "RBG-19283", "reviewer_name": "John D.", "rating": 5, "review_title": "Great distance", "review_body": "Noticeable improvement off the tee.", "review_date": "2025-10-12", "verified_buyer": true
| # | review_id | sku | reviewer_name | rating | review_title | review_body |
|---|---|---|---|---|---|---|
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Our Rockbottomgolf scraper navigates complex variant matrices, pre-owned condition filters, and dynamic clearance pricing to deliver structured retail intelligence.
Extract loft, bounce, lie angle, shaft flex, and hand orientation for every club variation.
Capture Mint, Excellent, Very Good, and Value ratings alongside specific wear descriptions.
Extract base price, cart discounts, and promo code eligibility across clearance inventory.
Map size and colour availability across all apparel and footwear product lines.
Differentiate between new, recycled, and refinished condition categories for bulk ball orders.
Monitor stock status and low-stock warnings to gauge demand velocity.
Extract star ratings, review text, and verified buyer flags for sentiment analysis.
Map products accurately to manufacturers like Callaway, Titleist, TaylorMade, and Ping.
Traverse clubs, bags, apparel, electronics, and accessories with a unified schema.
Brief in. Clean data out.
Provide categories, brands, or search terms. We design the extraction schema together.
We configure Scrapy / Playwright crawlers, proxy rotation, and session management for rockbottomgolf.com.
Schema validation, null-rate checks, price-outlier detection, and variant mapping checks before full launch.
JSON / CSV / Parquet pushed to your S3 bucket, BigQuery dataset, or Snowflake stage on agreed cadence.
Extracting data from Rockbottomgolf requires handling complex product variations and dynamic pricing scripts.
Golf clubs have complex variant structures combining loft, shaft flex, and hand orientation. We map these matrices to ensure every purchasable combination is captured.
Rockbottomgolf frequently uses dynamic scripts for 'add to cart for price' deals. We use Playwright to hydrate the DOM and capture the final discounted price.
Used clubs feature distinct condition ratings. We extract the specific rating and the associated wear description to provide clear secondary market value signals.
Retail sites employ rate limiting. Our crawlers use US residential proxies with realistic browser fingerprints to maintain high concurrency without triggering blocks.
We maintain a hash index of last-seen values per SKU. Subsequent runs only push diffs for price or stock changes, reducing downstream processing load.
Golf retailers track discount pricing and clearance events to adjust their own margins and remain competitive.
Track depreciation curves for specific club models based on condition ratings and secondary market pricing.
Identify heavily discounted or mispriced used clubs for resale on other secondary marketplaces.
Manufacturers monitor MAP violations on current-season gear across discount retail channels.
Analyse clearance velocity and out-of-stock rates to optimise purchasing and inventory planning.
Track the availability and pricing of specific shaft and loft combinations to understand consumer preferences.
"Rockbottomgolf holds critical pricing signals for the secondary golf market, detailing exact depreciation curves for every major club release."
Extracting this data requires handling complex JavaScript-rendered variant matrices and dynamic cart pricing. DataFlirt manages the proxy rotation, session handling, and schema normalisation so your team can focus on pricing strategy rather than infrastructure maintenance.
Everything supported by our rockbottomgolf.com scraper — rendered SPA elements, auth walls, rate-limit evasion and beyond.
Open-source tooling on proven cloud infra — no vendor lock-in, full observability.
Scrapy handles crawl orchestration, deduplication, and retry logic. Playwright handles JavaScript rendering, cookie sessions, and interaction flows.
We maintain pools of residential ISP proxies. Rotation happens per-request with sticky sessions where required to maintain cart state.
Pipelines run on AWS Lambda and ECS. Airflow handles scheduling, dependency management, and SLA alerting. All state stored in managed Postgres.
Data delivered to where your team already works — no new tooling required.
About rockbottomgolf.com scraping, legality, and pipeline operations.
Ask us directly →Scraping publicly available pricing and product data is generally permissible. DataFlirt extracts only public, non-authenticated retail data. We do not extract personal data or circumvent authentication walls.
We use Playwright to interact with the variant selection dropdowns (e.g., changing shaft flex or loft) to capture the specific price and stock status for every valid combination.
Yes. We extract the exact condition rating (Mint, Excellent, Very Good, Value) along with the specific text describing the wear on the club head, shaft, and grip.
We configure pipelines based on your requirements. Clearance and pre-owned inventory can be tracked hourly to catch flash sales, while full catalogue refreshes typically run daily.
Yes. We paginate through all product reviews to extract star ratings, text bodies, dates, and verified buyer flags for sentiment analysis.
We deliver data in JSON, CSV, or Parquet formats. Files can be pushed directly to your AWS S3 bucket, Google Cloud Storage, or data warehouse on a scheduled cadence.
20-minute scoping call. Pilot dataset within the week. Production within two. Whether you need a daily pre-owned inventory feed or a full catalogue extraction — we scope, build, and operate the pipeline. Tell us what you need.
