Step 1: Business and data requirements
You send us source URLs, required fields, markets, categories or locations, expected volume, update frequency, preferred output, intended use and an example import structure when available.
Managed delivery process
How our managed data collection service works
We take a project from source assessment to recurring, maintained data delivery.
GetParsing projects move through a short, visible sequence designed to reduce ambiguity before recurring collection begins.
From requirement to production
A clear path to recurring delivery
Step 2: Technical feasibility review
We inspect how the data appears, whether it is public, page structure, JavaScript and interaction requirements, regional selection, pagination, protection behaviour, volume and likely maintenance risk.
Step 3: Data schema
We agree field names, required and optional fields, identifiers, date and time formats, currency representation, availability values, product matching fields and output structure.
Step 4: Development
We build the source-specific collection workflow and prepare test runs. Multi-source projects can be divided into phases so the most important sources are delivered first.
Step 5: Validation
The test dataset is checked for missing values, incorrect formats, duplicates, unexpected record counts, wrong regional values, product or variant errors and schema compliance.
Step 6: Production delivery
The workflow runs on the agreed schedule and sends data through the selected delivery method.
Step 7: Monitoring and maintenance
Websites change. We monitor collection results, investigate failures and update the workflow when source changes affect production.
The operating cycle
Define, prototype, launch and operate
1. Define
Agree sources, fields, refresh needs, output format, and acceptance criteria.
2. Prototype
Build a representative sample and review coverage, normalization, and edge cases.
3. Launch
Schedule collection, validate output, and connect the agreed delivery path.
4. Operate
Monitor source and schema behavior, investigate failures, and manage approved changes.