We extract product specifications, pricing signals, stock availability by variant, and brand intelligence from American Golf. 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 Clubs & Hardware objects from americangolf.co.uk. All fields typed and schema-versioned.
"sku": "389210", "title": "TaylorMade Qi10 Driver", "brand": "TaylorMade", "price": 499.0, "list_price": 599.0, "hand": "Right", "loft": "10.5", "shaft_flex": "Stiff", "stock_status": "In Stock"
| # | sku | title | brand | category | sub_category | price |
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Complete list of extractable fields for Apparel & Footwear objects from americangolf.co.uk. All fields typed and schema-versioned.
"sku": "410992", "title": "Under Armour Men's Drive Golf Trousers", "brand": "Under Armour", "price": 55.0, "size": "34W 32L", "colour": "Navy", "stock_status": "Low Stock", "waterproof_rating": "Water Resistant"
| # | sku | title | brand | category | gender | size |
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Complete list of extractable fields for Tech & GPS objects from americangolf.co.uk. All fields typed and schema-versioned.
"sku": "298441", "title": "Garmin Approach S70 Golf GPS Watch", "brand": "Garmin", "price": 599.99, "screen_size": "1.4 inch", "battery_life": "Up to 16 days", "preloaded_courses": 43000, "subscription_required": false
| # | sku | title | brand | category | price | list_price |
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Complete list of extractable fields for Pricing & Promotions objects from americangolf.co.uk. All fields typed and schema-versioned.
"sku": "389210", "current_price": 499.0, "original_price": 599.0, "discount_amount": 100.0, "multi_buy_offer": "None", "clearance_flag": false, "trade_in_bonus": 50.0, "price_timestamp": "2026-05-12T09:14:00Z"
| # | sku | current_price | original_price | discount_amount | multi_buy_offer | clearance_flag |
|---|---|---|---|---|---|---|
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Complete list of extractable fields for Reviews objects from americangolf.co.uk. All fields typed and schema-versioned.
"review_id": "REV-99281", "sku": "389210", "rating": 5, "title": "Unbelievable forgiveness", "date": "2026-04-10", "verified_buyer": true, "recommended": true, "helpful_votes": 12
| # | review_id | sku | reviewer_name | rating | title | body |
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Our American Golf scraper navigates complex variant matrices, custom fit options, and dynamic stock levels. We handle WAF evasion and JavaScript rendering automatically.
Extract loft, lie, bounce, shaft flex, shaft material, and dexterity combinations for every club.
Map size and colour matrices against real-time stock availability for clothing and shoes.
Capture base price, sale price, discount percentages, and multi-buy offers timestamped per run.
Monitor online inventory levels and low-stock warnings across all product variants.
Aggregate customer feedback, star ratings, and verified buyer flags across the catalogue.
Track product counts, average pricing, and discount depth for brands like TaylorMade, Titleist, and Callaway.
Scrape available customisation options including grip size, shaft length adjustments, and lie angles.
Extract physical store locations, opening hours, and local inventory availability where exposed.
Receive only updated records. Our diffing engine compares current scrapes against historical hashes to reduce payload size.
Brief in. Clean data out.
Provide category URLs, brand lists, or specific product scopes. We map the extraction schema to your requirements.
We configure Scrapy and Playwright crawlers, proxy rotation, and variant expansion logic for americangolf.co.uk.
Schema validation, null-rate checks, and price-outlier detection run before full pipeline activation.
JSON, CSV, or Parquet pushed to your S3 bucket, BigQuery dataset, or Snowflake stage on agreed cadence.
UK retailers deploy strict rate limiting and bot mitigation. We manage the proxy rotation and session handling required to maintain continuous extraction.
We route requests through UK-based residential proxies to bypass geographic restrictions and avoid data centre IP blocklists.
Golf clubs have hundreds of permutations. We systematically iterate through JavaScript-rendered dropdowns to capture prices and stock for every combination of loft, flex, and hand.
Pricing and stock data often load asynchronously via client-side JavaScript. We execute full browser sessions to ensure zero missing data fields.
We throttle concurrency and inject randomised human-like delays between page navigations to stay under Web Application Firewall thresholds.
Retail DOMs change during sales events. We validate every payload against expected data types before pushing to your warehouse, alerting on structural drift.
Golf retailers track American Golf pricing, clearance events, and multi-buy offers to maintain competitive positioning.
Equipment manufacturers monitor retail prices to ensure compliance with Minimum Advertised Price policies.
Analysts track stock depletion rates across specific club variants to predict market demand and supply chain bottlenecks.
Research firms aggregate brand visibility, shelf space, and review volumes to calculate category dominance.
R&D teams analyze customer reviews and ratings to identify common complaints and desired features in golf hardware.
eCommerce algorithms consume real-time pricing feeds to automatically adjust own-store prices based on market leaders.
"Golf retail is uniquely complex. A single driver can have 48 different loft, flex, and hand combinations. Extracting this requires deep variant matrix traversal."
Most generic scrapers fail on American Golf because they only capture the default product state. DataFlirt executes full JavaScript sessions to iterate through every custom fit dropdown, ensuring you receive accurate pricing and stock data for every specific configuration.
Everything supported by our americangolf.co.uk 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 and deduplication. Playwright handles JavaScript rendering and variant dropdown interactions.
We maintain pools of UK residential ISP proxies. Rotation happens per-request to avoid WAF rate limiting and fingerprinting.
Pipelines run on AWS Lambda and ECS. Airflow handles scheduling, dependency management, and SLA alerting.
Data delivered to where your team already works — no new tooling required.
About americangolf.co.uk scraping, legality, and pipeline operations.
Ask us directly →We use Playwright to systematically select every combination of loft, shaft flex, and hand orientation in the UI, capturing the specific price and stock status for each permutation.
Yes. We extract the base price, the current sale price, and calculate the discount percentage. We also capture promotional tags like multi-buy offers.
We support daily, weekly, or custom schedules. For targeted lists of high-priority SKUs, we can configure intraday runs to monitor rapid price changes.
Yes. We paginate through the review sections on product pages to extract star ratings, review text, dates, and verified buyer statuses.
We utilise UK residential proxies, realistic browser fingerprinting, and randomised request delays to mimic legitimate user traffic and stay below WAF thresholds.
Absolutely. We provide a sample dataset of up to 500 products during the scoping phase so you can validate the schema and variant coverage.
20-minute scoping call. Pilot dataset within the week. Production within two. Whether you need a full catalogue extraction or targeted competitor price tracking, we scope, build, and operate the pipeline. Tell us what you need.
