We extract instrument specifications, dealer networks, string variations, and pricing from martinguitar.com. 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 Acoustic Guitars objects from martinguitar.com. All fields typed and schema-versioned.
"model_name": "D-28", "series": "Standard Series", "body_size": "D-14 Fret", "top_material": "Sitka Spruce", "back_material": "East Indian Rosewood", "scale_length": "25.4 inches", "price": 3199.0, "availability": "In Stock"
| # | model_name | series | body_size | top_material | back_material | side_material |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Strings objects from martinguitar.com. All fields typed and schema-versioned.
"sku": "MA540T", "product_name": "Authentic Acoustic Lifespan 2.0", "gauge_type": "Light", "material": "Phosphor Bronze", "price": 14.99, "set_count": 6, "availability": "In Stock"
| # | sku | product_name | gauge_type | material | tension | price |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Dealer Locations objects from martinguitar.com. All fields typed and schema-versioned.
"dealer_id": "D-8492", "store_name": "Nashville Guitar Lounge", "city": "Nashville", "state": "TN", "postal_code": "37203", "latitude": 36.1627, "longitude": -86.7816, "dealer_type": "Authorized Dealer"
| # | dealer_id | store_name | address_line_1 | city | state | postal_code |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
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Complete list of extractable fields for Custom Shop objects from martinguitar.com. All fields typed and schema-versioned.
"base_model": "Custom D-45", "aging_level": "Vintage Gloss", "finish_type": "Ambertone", "neck_profile": "Modified Low Oval", "hardware_color": "Gold", "base_price": 9999.0, "lead_time_weeks": 24
| # | base_model | aging_level | finish_type | neck_profile | fingerboard_inlay | hardware_color |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Gear & Accessories objects from martinguitar.com. All fields typed and schema-versioned.
"sku": "APP-291", "product_name": "Martin Leather Strap", "category": "Straps", "price": 59.99, "color": "Brown", "material": "Genuine Leather", "availability": "Out of Stock"
| # | sku | product_name | category | price | color | size |
|---|---|---|---|---|---|---|
| 1 | ||||||
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Our pipeline handles the dynamic specifications, dealer map endpoints, and nested categorisation across martinguitar.com, delivering clean data for musical instrument retailers and analysts.
Extract body size, tonewoods, bracing patterns, scale lengths, and neck shapes from deeply nested product specification tables.
Map the entire authorised dealer network with geocoordinates, contact information, and dealer tier status.
Monitor retail pricing and stock status across standard series, custom shop, and limited edition models.
Capture gauge metrics, core shapes, wrap wire materials, and tension data for all string variations.
Extract baseline parameters, aging options, and hardware variations available in the custom builder.
Scrape merchandise categories including sizes, colours, materials, and pricing for accessories.
Extract direct URLs for body shots, headstock details, and rosette close-ups.
Run pipelines weekly or monthly to detect new model introductions, price adjustments, or discontinued lines.
Extract localised pricing and availability where supported by the platform's region selectors.
Brief in. Clean data out.
Provide target categories, model lines, or dealer regions. We design the extraction schema together.
We configure Scrapy / Playwright crawlers, handle map API endpoints, and map the specification tables.
Schema validation, null-rate checks, and specification normalisation before full launch.
JSON / CSV / Parquet pushed to your S3 bucket, BigQuery dataset, or Snowflake stage on agreed cadence.
Extracting instrument data requires navigating complex specification tables and dynamic map interfaces. Here is how we build it.
The dealer locator relies on dynamic API calls and JavaScript rendering. We execute full browser sessions to extract coordinate data and dealer details that headless clients miss.
Guitar specifications are often presented in varying table structures depending on the model year. We use heuristic mapping to normalise tonewood and bracing data into consistent columns.
We utilise residential ISP proxies to avoid rate-limiting during deep catalogue crawls, ensuring complete extraction without IP bans.
For large string and accessory catalogues, we maintain a hash index of last-seen values per field. Subsequent runs only push diffs, highlighting new SKUs or price changes.
We alert on null-rate spikes in critical fields like MSRP or body size, responding to site layout changes before they impact your downstream databases.
Musical instrument manufacturers monitor standard series pricing, tonewood selections, and new model releases.
Retail strategists analyse the geographic distribution of authorised dealers to identify underserved markets.
Builders extract bracing patterns, scale lengths, and body dimensions to track acoustic design trends.
Online retailers populate their own databases with accurate specifications and high-resolution imagery for matching SKUs.
Analysts track the availability of specific tonewoods across the catalogue to infer material shortages or shifts.
Brands cross-reference official MSRP data against third-party retail prices to audit minimum advertised price compliance.
"Martin Guitar holds the definitive acoustic specification dataset, but extracting tonewood and bracing variables requires a structured pipeline."
Most teams underestimate the investment required: reliable extraction from martinguitar.com requires handling dynamic dealer maps, custom shop configurators, and deeply nested specification tables. DataFlirt absorbs that complexity so your engineers can focus on the analysis, not the infrastructure.
Everything supported by our martinguitar.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 and deduplication. Playwright handles JavaScript rendering for dealer maps and dynamic configurators.
Pools of residential ISP proxies ensure deep catalogue crawls complete without triggering IP bans or aggressive rate limiting.
Pipelines run on AWS Lambda and ECS. Airflow handles scheduling, dependency management, and alerting. State stored in Postgres.
Data delivered to where your team already works — no new tooling required.
About martinguitar.com scraping, legality, and pipeline operations.
Ask us directly →Scraping publicly available information is generally permissible under applicable law. DataFlirt targets only public, non-authenticated product, specification, and dealer data. We do not extract personal data or circumvent authentication walls like the Dealer Portal.
We use full Playwright browser sessions to execute the JavaScript required by the mapping interface, intercepting the API responses to extract clean coordinate and contact data.
Yes. Martin Guitar uses complex tables for body size, bracing, and tonewoods. We map these HTML structures into consistent JSON keys, ensuring a D-28 and an OM-28 output identical schema formats.
Full catalogue refreshes typically run weekly or monthly depending on your requirements. The extraction usually completes within 2 hours.
Yes, we capture the baseline models, available aging levels, finish options, and hardware variations presented in the public custom shop sections.
Our packages start at defined catalogue sections with weekly delivery. Contact us with your use case for a scoped quote.
Yes. We provide a sample run of up to 100 instruments or 50 dealer locations to validate schema fit and data quality before signing any contract.
20-minute scoping call. Pilot dataset within the week. Production within two. Whether you need a one-off catalogue dump or continuous dealer network monitoring, we scope, build, and operate the pipeline. Tell us what you need.
