We extract functional training gear listings, bulk pricing signals, inventory status, and seminar schedules from Perform-Better. 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 Product Listings objects from perform-better.com. All fields typed and schema-versioned.
"sku": "PB-1234", "title": "First Place Kettlebell", "brand": "Perform Better", "category": "Free Weights", "price": 45.95, "currency": "USD", "in_stock": true
| # | sku | title | brand | category | sub_category | price |
|---|---|---|---|---|---|---|
| 1 | ||||||
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Complete list of extractable fields for Pricing & Bulk Discounts objects from perform-better.com. All fields typed and schema-versioned.
"sku": "PB-1234", "retail_price": 45.95, "facility_price": 39.95, "tier_1_qty": 10, "tier_1_price": 37.95, "price_timestamp": "2026-05-12T09:14:00Z"
| # | sku | retail_price | facility_price | discount_pct | tier_1_qty | tier_1_price |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
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Complete list of extractable fields for Seminars & Education objects from perform-better.com. All fields typed and schema-versioned.
"event_id": "SEM-992", "title": "Functional Training Summit", "instructor": "Michael Boyle", "location": "Providence, RI", "price": 299.0, "ceu_credits": 1.4
| # | event_id | title | instructor | date_start | date_end | location |
|---|---|---|---|---|---|---|
| 1 | ||||||
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Complete list of extractable fields for Reviews & Ratings objects from perform-better.com. All fields typed and schema-versioned.
"review_id": "RV-88219", "sku": "PB-1234", "rating": 5, "review_title": "Great grip", "review_body": "Best kettlebells for our facility.", "review_date": "2026-04-18"
| # | review_id | sku | reviewer_name | rating | review_title | review_body |
|---|---|---|---|---|---|---|
| 1 | ||||||
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Complete list of extractable fields for Inventory & Variants objects from perform-better.com. All fields typed and schema-versioned.
"parent_sku": "PB-1234", "variant_sku": "PB-1234-16KG", "weight_lb": 35.2, "stock_status": "IN_STOCK", "color": "Black", "backorder_date": "None"
| # | parent_sku | variant_sku | color | weight_lb | size | stock_status |
|---|---|---|---|---|---|---|
| 1 | ||||||
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Our scraper handles every layer of the platform: product catalogues, bulk pricing tiers, inventory status, and seminar schedules.
Extract SKUs, titles, descriptions, categories, and specifications for all functional training equipment.
Capture retail prices alongside public bulk pricing tiers and volume discounts.
Monitor in-stock status, backorder dates, and restock estimates across all variants.
Map weights, colours, and sizes to parent SKUs for complete product variant trees.
Extract dates, locations, CEU credits, and instructors for all educational events.
Capture star ratings, review text, and verified buyer tags across the product catalogue.
Differentiate between Perform Better proprietary products and third-party brands.
Monitor new arrivals in functional training gear to track emerging industry trends.
Run continuous pipelines at daily cadences with change-detection diffing.
Brief in. Clean data out.
Provide categories, SKUs, or event pages. We design the extraction schema together.
We configure Scrapy and Playwright crawlers for perform-better.com.
Schema validation, null-rate checks, and price-outlier detection before full launch.
JSON, CSV, or Parquet pushed to your S3 bucket, BigQuery dataset, or Snowflake stage on agreed cadence.
eCommerce platforms require robust infrastructure to handle dynamic variants and pricing.
Variant pricing and stock status often require JavaScript execution. We run full browser sessions to capture data that headless HTTP clients miss entirely.
Our selector strategy uses multiple fallback chains per field to ensure layout changes do not break your data pipeline.
We use residential ISP proxies with realistic browser fingerprints to avoid IP bans during deep catalogue crawls.
We maintain a hash index of last-seen values per field. Subsequent runs only push diffs to reduce downstream processing load.
Every run emits structured logs. We alert on null-rate spikes and schema drift to maintain SLA uptime.
Track retail and bulk pricing across functional training gear to adjust your own pricing strategy.
Monitor stockouts and backorder dates to identify supply chain gaps in the fitness equipment market.
Analyse facility purchasing trends and seminar attendance patterns for targeted outreach.
Track new product launches and brand assortments to understand emerging trends in functional training.
Compare your product catalogue against Perform-Better offerings to identify whitespace in kettlebells, bands, and flooring.
Aggregate fitness seminar schedules, locations, and CEU values for industry trend analysis.
"Perform-Better holds the industry standard catalogue for functional training equipment, but extracting facility pricing and variant-level inventory requires dedicated pipeline infrastructure."
Most teams underestimate the investment required: reliable eCommerce scraping requires residential proxies, full JavaScript rendering for dynamic variant pricing, daily selector maintenance, and anomaly monitoring. DataFlirt absorbs that complexity so your engineers can focus on the analysis, not the infrastructure.
Everything supported by our perform-better.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 and interaction flows.
We maintain pools of residential ISP proxies. Rotation happens per-request with sticky sessions where required.
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 perform-better.com scraping, legality, and pipeline operations.
Ask us directly →Scraping publicly available information is generally permissible. DataFlirt targets only public, non-authenticated product, pricing, and event data.
We use residential ISP proxies, full Playwright browser sessions with realistic fingerprints, and request timing modelled on human behaviour.
Yes. We extract all publicly visible volume discount tiers and facility pricing structures listed on the product pages.
Full catalogue refreshes run at daily cadence. We track in-stock status and backorder dates for every variant.
Yes. We aggregate all educational events, including dates, locations, instructors, and CEU credit values.
Our packages start at defined category lists or full catalogue tracking with weekly delivery.
20-minute scoping call. Pilot dataset within the week. Production within two. Whether you need a one-off product catalogue dump or a continuous price-monitoring feed across 12,000 SKUs, we scope, build, and operate the pipeline. Tell us what you need.
