Multi-source data collection
Turn difficult digital sources into dependable data.
Crawlr collects the information your teams need from websites, mobile apps, APIs, authenticated platforms, files, and complex digital products, then validates and normalizes it into a consistent operational dataset.
Collection you can operate
Source changes become visible exceptions, not silent data failures.
Every delivery retains the context needed to understand freshness, schema validity, and source-level collection health.
- Source coverage
- DEFINED
- Schema validation
- CHECKED
- Change handling
- MONITORED
How collection works
From representative sources to a repeatable data feed.
- 01
Define the scope
Agree the sources, markets, categories, fields, cadence, and decisions the dataset must support.
- 02
Validate the source
Collect representative inputs, normalize the schema, and expose access and structural edge cases before scale.
- 03
Deliver and monitor
Run recurring collection with health signals, historical snapshots, and explicit exception handling.
Operating detail
What goes into the workflow—and what comes out.
Capabilities
- Website, mobile app, API, platform, and file collection
- Field normalization and schema validation
- Change monitoring, retries, and collection health signals
- Historical snapshots for trend and event analysis
Inputs
- Target sources and access method
- Business entities and scope
- Required fields
- Refresh cadence
Outputs
- Normalized listings
- Collection health summaries
- Historical snapshots
- Source-level diagnostics
Use cases
- Competitive monitoring
- Catalog discovery
- Market research
- Data enrichment
Delivery modes
- API
- Scheduled files
- Agreed cloud delivery
- Private client web app
Multi-source data collection FAQ
Answers about coverage, cadence, and source changes.
Connected commerce intelligence
Continue through the Crawlr data layer.
Product matching
Connect retailer listings to the same underlying product with normalized attributes, explainable evidence, and reviewable confidence.
Pricing and promotions
Monitor list prices, selling prices, discounts, promotion mechanics, and change events across matched products and markets.
Digital shelf and content
Monitor search placement, category visibility, titles, images, descriptions, attributes, seller context, and content completeness.