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Independent & artisan

Senso Product Data

Prices, variants, availability, and images from senso.com.au — normalised, validated, and delivered into your stack. No collector to build, and none to maintain.

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source specification

Source
senso.com.au
Segment
Independent & artisan
Origin
Australia — Sydney
Categories
Footwear, Boots, Sandals, Heels
Formats
JSON · CSV · Parquet
Refresh
Continuous to daily

about the source

What Senso sells, and how its catalogue behaves

Senso is a Sydney footwear label with a distinctly Australian design language — sculptural, colour-forward, and built around a Southern Hemisphere seasonal calendar that runs opposite to Europe and North America.

why teams track it

Why Senso data is worth having

Southern Hemisphere brands are systematically missing from Northern-centric datasets, which skews any global seasonality analysis. Senso supplies the counter-seasonal footwear signal, and its inverted markdown calendar is exactly what makes it worth including.

Visit senso.com.au

collection method

How we collect Senso

Senso is collected through WooCommerce category and product pages, parsed for the structured attributes the platform exposes. Every source gets a dedicated collector rather than a generic crawler, because the field detail that makes this data useful only survives if the extraction is built for the site it runs against.

Structured at the source

Records are read from senso.com.au's own structured responses wherever they exist, rather than reconstructed from page markup. That keeps the feed stable across visual redesigns.

Validated every run

Each field is checked against expected types and historical ranges. A collector producing anomalies is quarantined and repaired upstream instead of emitting bad prices into your pipeline.

Normalised to one schema

Every brand in the catalogue lands on the same schema, so adding a source is a configuration change on your side rather than another integration to write.

15min
Fastest refresh
99.9%
Uptime SLA
3
Delivery formats
49+
Fashion sources

what you get back

Fields in the Senso feed

A normalised core that is identical across every source, plus the attributes that are specific to this one.

Standard across every source

  • Product name, brand, and source URL
  • Current price, original price, and currency
  • Category and subcategory as the source classifies them
  • Colour, size, and variant availability
  • Product images, deduplicated across variants
  • Description, composition, and care text
  • Collection timestamp on every record

Specific to Senso

  • Counter-seasonal availability relative to Northern Hemisphere sources
  • Footwear category and construction detail
  • Colourway variants with per-colour imagery
  • AUD pricing with sale price captured separately
See the full shopping data productUse it as ML training data

related sources

Tracked alongside Senso

A single brand is a data point. These are the sources customers most often take with it, all delivered on the same schema.

Rivecour

European direct-to-consumer label

Hvoya

Ukraine — independent label

Home of Hai

Independent direct-to-consumer label

A Pointe Etc

Independent direct-to-consumer label

K.Jacques

France — Saint-Tropez, since 1933

Anniel

Italy — hand-finished footwear

Browse all 49 fashion sources

SOC 2 Type II

Audited controls across security, availability, and confidentiality. Report available under NDA.

GDPR & CCPA

Public catalogue data only. No personal data collected, and a DPA is available on request.

99.9% Uptime SLA

Contractual availability with monitored collectors and a public status page.

Data residency

Choose EU or US processing and storage regions to match your obligations.

questions

Frequently Asked Questions

Everything you need to know before you send us your first request.

Because a dataset built only from Northern brands treats one hemisphere's calendar as universal. Australian brands run the opposite season, so including them lets you separate genuine trend movement from seasonal artefact instead of confusing the two.
The storefront prices in AUD and we carry the native currency through rather than converting silently. Currency conversion happens downstream at a rate and date you control, so you can always reconstruct the original figure.
Into the systems you already run, rather than through an API you have to integrate against. Normalised records land as JSON, CSV, or Parquet in S3, GCS, or Azure Blob, or straight into Snowflake or BigQuery, on whatever cadence you set. Webhooks can push price and availability changes as they are detected. A solutions engineer fixes the schema, cadence, and destination with you during onboarding, so the first delivery already matches your pipeline.
Maintaining the collector is our job, not yours. Every field is validated against expected types and historical ranges on each run, and a collector that starts producing anomalies is quarantined rather than allowed to emit bad records. We repair it upstream, and the schema we deliver to you does not move — which is the entire reason to buy this rather than run a scraper in-house.
We collect only publicly visible catalogue data — the prices, descriptions, images, and availability any shopper sees without logging in. We do not bypass authentication, we do not collect personal data, and we honour rate limits so the source is never disrupted. Our infrastructure is SOC 2 Type II certified, our processing is GDPR and CCPA compliant, and we sign DPAs as part of procurement.
Pricing is scoped per engagement, driven by catalogue size, refresh cadence, the number of locales you need, and the delivery destinations involved. Historical backfill is quoted separately. Every engagement starts with a free sample pulled from the live senso.com.au catalogue, so you can check the data against your own benchmarks before committing to anything.

Still have questions?

Talk to an engineer

Ready to Get Started?

Talk to us about your sources and volume. We'll return a sample dataset from your target sites before you commit to anything.

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SOC 2 Type II
GDPR & CCPA compliant
99.9% uptime SLA
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