We extract product listings, technical specifications, pricing signals, and replacement part catalogues from Audio-Technica. 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 Microphones & Headphones objects from audio-technica.com. All fields typed and schema-versioned.
"sku": "AT2020", "model": "AT2020", "name": "Cardioid Condenser Microphone", "price": 99.0, "currency": "USD", "stock_status": "In Stock", "polar_pattern": "Cardioid"
| # | sku | model | name | category | sub_category | price |
|---|---|---|---|---|---|---|
| 1 | ||||||
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Complete list of extractable fields for Turntables & Cartridges objects from audio-technica.com. All fields typed and schema-versioned.
"sku": "AT-LP120XUSB", "model": "AT-LP120XUSB", "drive_method": "Direct-drive", "speeds": "33-1/3, 45, 78 RPM", "stylus_type": "Elliptical", "replacement_stylus": "ATN95E", "price": 349.0
| # | sku | model | name | drive_method | motor_type | speeds |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
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Complete list of extractable fields for Technical Specs objects from audio-technica.com. All fields typed and schema-versioned.
"sku": "AT2020", "element": "Fixed-charge back plate", "frequency_response": "20-20,000 Hz", "impedance": "100 ohms", "weight": "345g", "output_connector": "Integral 3-pin XLRM-type"
| # | sku | element | polar_pattern | frequency_response | open_circuit_sensitivity | impedance |
|---|---|---|---|---|---|---|
| 1 | ||||||
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| 3 |
Complete list of extractable fields for Replacement Parts objects from audio-technica.com. All fields typed and schema-versioned.
"part_sku": "ATN95E", "part_name": "Replacement Stylus for AT95E", "compatible_models": "['AT95E', 'AT-LP120-USB']", "price": 39.0, "currency": "USD", "stock_status": "In Stock"
| # | part_sku | part_name | compatible_models | category | price | currency |
|---|---|---|---|---|---|---|
| 1 | ||||||
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Complete list of extractable fields for Support & Manuals objects from audio-technica.com. All fields typed and schema-versioned.
"sku": "ATH-M50xBT2", "model": "ATH-M50xBT2", "manual_url": "https://docs.audio-technica.com/manuals/ATH-M50xBT2_UM.pdf", "firmware_version": "v1.0.4", "warranty_info": "1-Year Limited End-User Warranty", "specification_sheet_url": "https://docs.audio-technica.com/specs/ATH-M50xBT2_SS.pdf"
| # | sku | model | manual_url | quick_start_guide_url | software_url | firmware_version |
|---|---|---|---|---|---|---|
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Our pipeline handles every layer of the site: consumer storefronts, professional broadcast catalogues, PDF manuals, and dynamic inventory systems.
Extract titles, SKUs, descriptions, and high-resolution images across headphones, microphones, and turntables.
Capture impedance, frequency response curves, and polar patterns directly from product pages and spec sheets.
Map styli, earpads, and cables to their compatible base models for comprehensive accessory databases.
Monitor MSRP, dealer pricing, and regional currency variations across international storefronts.
Track in-stock status, low stock warnings, and backorder availability dates in real time.
Index URLs for user manuals, quick start guides, and firmware update logs.
Cross-reference compatible gear and mounting hardware specified on product pages.
Download product shots, lifestyle imagery, and technical polar pattern graphs.
Run pipelines at hourly, daily, or weekly intervals depending on your freshness requirements.
Extract localized data from US, EU, and JP storefronts using region-specific proxy routing.
Brief in. Clean data out.
Provide categories, search terms, or specific SKUs. We design the extraction schema together.
We configure Scrapy crawlers, Playwright sessions, and proxy rotation for Audio-Technica regional sites.
Schema validation, null-rate checks, and specification normalisation before full launch.
JSON, CSV, or Parquet pushed to your S3 bucket, BigQuery dataset, or Snowflake stage.
Extracting professional audio data requires parsing complex tables and handling regional storefront variations. Here is how we build resilience.
Audio-Technica uses frontend frameworks to load regional pricing and inventory. We execute full browser sessions to capture hydrated state rather than static HTML.
Many acoustic specifications exist only in PDF format. We route these documents through extraction pipelines to yield structured JSON data.
Storefronts redirect based on IP geolocation. We utilise region-specific residential proxies to capture accurate local pricing and availability.
We maintain a hash index of last-seen values per SKU. Subsequent runs only push diffs, reducing downstream processing load.
Consumer headphones and professional broadcast microphones use different page templates. Our fallback chains ensure consistent extraction across all categories.
Retailers monitor direct-to-consumer pricing to adjust their own margins and promotional calendars.
Distributors audit pricing across digital channels to enforce Minimum Advertised Price compliance.
eCommerce platforms ingest technical specifications to populate faceted search and product comparison engines.
Repair centres maintain updated catalogues of compatible styli, earpads, and cables for legacy equipment.
Review aggregators build databases comparing frequency response and impedance across microphone models.
Analysts track product lifecycle changes, new releases, and discontinued lines across regional markets.
"Audio-Technica publishes highly granular acoustic data and accessory maps, but it remains locked in unstructured product pages and PDF manuals."
Extracting professional audio data requires parsing complex technical tables, handling regional storefront variations, and normalising specifications across decades of equipment. DataFlirt manages the extraction logic, proxy rotation, and schema validation so your team can focus on integrating the data.
Everything supported by our audio-technica.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 orchestration and retry logic. Playwright handles JavaScript rendering and interaction flows for dynamic inventory.
Pools of residential ISP proxies ensure accurate regional data extraction without triggering bot protection.
Pipelines run on AWS infrastructure. Airflow handles scheduling and dependency management. State stored in Postgres.
Data delivered to where your team already works — no new tooling required.
About audio-technica.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, pricing, and specification data. We do not extract personal data or circumvent authentication walls.
Yes. We extract technical tables, frequency response data, and textual specifications from linked PDF manuals and data sheets to enrich the structured JSON output.
Yes. Our pipeline extracts compatibility lists from accessory pages, linking replacement styli, earpads, and cables to their parent hardware SKUs.
We use region-specific residential proxies to load localized storefronts, ensuring we capture accurate currency and MSRP for specific geographic markets.
Pipelines can be configured to run daily or hourly, providing near real-time visibility into stock status and backorder availability.
We support one-off catalogue exports or continuous monitoring pipelines. Contact us with your target categories and regions for a scoped quote.
20-minute scoping call. Pilot dataset within the week. Production within two. Whether you need a one-off technical specification dump or a continuous price monitoring feed, we construct and operate the pipeline. Tell us what you need.
