Clear roadmap, clean execution, and strong communication. The whole process felt organized and reliable.
Daniel Brooks
Product Lead
NorthPeak
STRUCTURED OUTPUTS
Data Extraction Service
We extract and normalize data from public websites into clean schemas for reporting, research, CRM, or analytics.
Catalogs, listings, directories
Field mapping + normalization
CSV / JSON / Sheets export
Validation + dedupe rules
Typical outputs
Clean columns with consistent formats
Deduped rows and validation checks
Export-ready CSV/JSON/Sheets
Optional DB insertion (PostgreSQL/MySQL)
Benefits of data extraction
Turn unstructured web pages into clean, structured datasets that teams can analyze, upload, or integrate into internal systems.
Clean structured output
Faster reporting workflows
Consistent schema
Export-ready delivery
Use‑cases we support
Structured extraction for catalogs, listings, research, and reporting across industries.
Directory & listing aggregation
Product catalog structuring
Job and real‑estate listings
Market research datasets
Content/metadata extraction
Competitor monitoring inputs
Our extraction workflow
Field mapping
Define columns, formats, and validation rules.
Extract
Reliable scraping with retries and throttling.
Normalize
Clean dates, phones, currency, and text.
Deliver
CSV/JSON/Sheets or DB export.
Deliverables
Structured CSV/JSON/Sheets export
Column mapping + data dictionary
Validation rules + dedupe
Optional DB insertion
Support & compliance
We focus on public data and compliance-first delivery. You get documentation and support for re‑runs or updates as needed.
Responsible scrapingRate limitingClean documentationUpdate support
FAQ
Which formats do you deliver?
CSV, JSON, Google Sheets or database insertion.
Can you normalize data?
Yes—dates, currency, phones, and naming formats.
Do you provide field mapping?
Yes, along with a data dictionary.
Is it compliant?
We use public data and responsible scraping practices.
Can you provide a sample first?
Yes, sample rows are available before full delivery.
Do you handle pagination and filters?
Yes, pagination, filters, and category pages are supported.
Can you dedupe by phone/email?
Yes, we dedupe based on your required keys.
Can you schedule re-runs?
Yes, monthly or weekly updates are available.
Testimonials
What clients say
The frontend quality is top-tier. Smooth UX, polished interactions, and a very professional final finish.
Nafisa Islam
CEO
StudioNext