Webcrawlio Data Solutions

Dataset Delivery Formats

Choose CSV, JSON, Parquet, database loads or APIs — we meet you where your stack already lives.

Frequently Asked Questions

What formats do you support?

CSV, JSON, JSONL, Parquet — with schema contracts and versioning for predictable pipelines.

Do you load directly into warehouses?

Yes. We deliver to Snowflake, BigQuery, Redshift, and Postgres — with CDC/merge options.

Can I use APIs or webhooks?

Yes. We provide REST API endpoints, webhooks and streaming connectors.

How to Choose a Delivery Format

1

Identify Consumers

What downstream tools/teams will consume the data?

2

Pick Channel

Batch (CSV/Parquet/DB) vs interactive (API/webhook).

3

Set Contracts

Schema contracts and roll-forward versioning to keep pipelines stable.

Pick a Delivery Format