Native
JSON
Machine-readable structured output. The default for API ingestion, custom pipelines, and LLM-ready workflows.
Integrations
Connect your data to everything.
Extracted data lands wherever your team already works — from BigQuery and Snowflake to Google Sheets, Slack, and LLM pipelines. Zero engineering on your end.
Delivery coverage
23+
integrations available
7
delivery categories
0
lines of code required
Any
cadence supported
No code required on your end
Schema defined during project scoping
Delivery tested before go-live
How it works
01
Extract
We collect raw data from any public source — e-commerce, real estate, finance, media, and more — using resilient collection infrastructure.
02
Transform
AI-powered normalization cleans, deduplicates, and structures the output to match your schema and delivery contract.
03
Deliver
Data is pushed or pulled into your chosen destination on schedule — no engineering required on your side.
All integrations
Every way we can deliver your data.
Native
CSV / Excel
Flat-file delivery for spreadsheet users, BI tools, and data teams who prefer clean row-column format.
Native
JSONL / Parquet
Line-delimited JSON and columnar Parquet for high-volume datasets and data warehouse batch ingestion.
Push
Webhook
Real-time HTTP POST delivery to any endpoint the moment new data is ready. Zero polling required.
Pull
REST API
Pull structured datasets on demand via authenticated REST endpoints. Ideal for product integrations.
File drop
SFTP
Scheduled file drops to your SFTP server for teams with existing file-based ingestion workflows.
Direct
Google BigQuery
Append or overwrite BigQuery tables on schedule. Schema-validated inserts with partition and clustering support.
Direct
Snowflake
Load structured data into Snowflake stages and tables via service account authentication. High-throughput compatible.
Direct
Amazon Redshift
S3-backed COPY commands into Redshift for large-scale warehouse ingestion with column compression.
Direct
PostgreSQL
Insert, upsert, or append rows directly into any Postgres-compatible database with schema enforcement.
Live sync
Google Sheets
Auto-refresh named sheets with live extracted data. Ideal for non-technical stakeholders who live in Sheets.
Sync
Microsoft Excel
OneDrive and SharePoint delivery as formatted Excel workbooks with named ranges and charts-ready layout.
Sync
Airtable
Populate Airtable bases directly. Great for ops and product teams managing structured content or research lists.
Trigger
Zapier
Trigger Zaps on new data delivery to connect extracted data to 5,000+ apps without writing code.
Trigger
Make
Integrate Make (formerly Integromat) scenarios via webhook triggers fired on every delivery event.
Trigger
n8n
Self-hosted automation workflows triggered by Justmetrically webhook payloads. Full control, no vendor lock-in.
Trigger
Power Automate
Microsoft Power Automate flows triggered on delivery for enterprise Microsoft 365 and Dynamics environments.
Alerts
Slack
Post structured data summaries, price alerts, and delivery confirmations directly to any Slack channel.
Alerts
Microsoft Teams
Send delivery notifications and data digests into Teams channels via webhook connectors.
Alerts
Email delivery of files, summaries, and anomaly alerts to individual recipients or distribution lists on a schedule.
AI-ready
OpenAI-compatible
Schema-aligned JSONL datasets formatted for fine-tuning, RAG ingestion, and prompt augmentation workflows.
AI-ready
Vector Databases
Embeddings-ready output for Pinecone, Weaviate, Qdrant, and Chroma vector stores. Clean chunking included.
AI-ready
Hugging Face
Export to Hugging Face dataset format for training, evaluation, and public or private dataset publishing.
Don't see what you need?
We build custom delivery pipelines for any destination.
If your stack uses a system not listed here — a proprietary warehouse, internal API, legacy database, or niche BI tool — we scope and build the delivery connector as part of your project. Just tell us where the data needs to land.