Hard to find.Built around you.

Off-the-shelf datasets do not answer every question. We assess web sources, existing datasets and direct partnerships to build a practical route to the data you need.

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For product builders, strategy teams, analysts, research teams and data platforms.

Example output

One product. Three retailers.

Trail 24 backpack 24 L

Product prices & availability
Retailer	Listed price	Availability
Retailer A	USD 89.00	In stock
Retailer B	USD 94.50	In stock
Retailer C	USD 84.00	Out of stock

Comparable product, price, stock and delivery fields in one dataset.

Clearly defined fieldsCSV / JSON

Data sourcing

What you receive

Matched product or company records from agreed sources
Prices, availability and other fields defined in your brief
Source references and collection dates for the observations
CSV / JSON with field definitions and a report of missing values

A focused first step

Start with a defined list of products, retailers and markets. A first delivery checks product matching, price meaning, stock status and the fields you need.

How the engagement works

A scoped feasibility step or pilot, followed by agreed collection and delivery fees. Source licences and ongoing refreshes are defined separately.

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WHAT HABITABLE DELIVERS

Less explaining. More actual data.

See the fields, records and business question behind this example.

Example output

Product prices & availability

CSV / JSON

The business question

“Where is the same product cheaper, and who can actually deliver it?”

What we collect

Product and variant, retailer, market, listed price, stock status, delivery estimate and source page.

What it helps you do

Compare matched products, spot stock gaps and feed pricing or assortment decisions. Keep each currency and market separate.

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Product prices & availability — Example output
Product / variant	Retailer	Market	Listed price	Availability	Delivery	Source
Trail 24 backpack / 24 L / black	Retailer A	United States	USD 89.00	In stock	2–3 days	Product page
Trail 24 backpack / 24 L / black	Retailer B	United States	USD 94.50	In stock	1–2 days	Product page
Trail 24 backpack / 24 L / black	Retailer C	United States	USD 84.00	Out of stock	Not available	Product page
Trail 24 backpack / 24 L / black	Retailer D	United Kingdom	GBP 79.00	In stock	3–5 days	Product page

The same model, capacity and colour are matched across retailers. A lower price does not hide an unavailable product.

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Example records showing the structure of a delivery. Sources, markets and scope are agreed for each project.

FROM A DATA GAP TO A WORKING DATASET

Bring the question.We’ll connect the dots.

Define the outcome

Tell us what decision or product the data should support. We agree what useful looks like.

Find the right sources

We assess collection, existing datasets and direct partnerships, including access and usage rights.

Validate a sample

Review the structure, quality and limitations before committing to a larger delivery.

Deliver. Keep it useful.

Receive data in the agreed format, with refreshes and quality checks where you need them.

LET’S CONNECT THE DOTS

Your next dataset starts here.

A question, a missing field, a new capability.Tell us what you want to build.

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