Data pipelines & ETL
Unstructured
Convert Documents into Structured, AI-Ready Data
- 0community votes
- 72DR by Ahrefs no change since last check
- 2022founded
Ahrefs Domain Rating listed 6 Nov 2026, relisted 26 Oct 2026.
Enterprise ETL platform that transforms unstructured data from 64+ file types into AI-ready structured outputs for RAG pipelines and LLM applications.
What it is
Unstructured: the homepage
Unstructured is an enterprise ETL and AI data pipeline platform that transforms complex unstructured data into clean, AI-ready inputs. Supporting 64+ file types and 30+ connectors, it powers document processing for enterprises across finance, healthcare, government, legal, manufacturing and insurance sectors.
The platform combines extraction, transformation, and loading capabilities through a unified pipeline. It handles specialized document processing including table extraction with preserved structure, OCR for scans and handwriting, and layout intelligence that maintains context and reading order.
Unstructured serves 87% of the Fortune 1000 and manages 1,250+ enterprise pipelines. It offers deployment flexibility including cloud-hosted SaaS, dedicated instances, VPC deployments, and bare metal options. Security features include SOC 2 Type 2, HIPAA, GDPR, and FedRAMP High certification.
Listed capabilities
- Support for 64+ file types including PDF, Word, Excel, email, HTML, images and scans
- 30+ pre-built source and destination connectors
- Automated chunking, embedding, and enrichment
- Table extraction that preserves structure
- Layout intelligence preserving reading order and hierarchy
- Role-based access control and enterprise compliance
- FedRAMP High, HIPAA, SOC 2, and IL5 certified
- UI for business teams and API for engineering teams
- Generative OCR enrichment
- Multiple deployment options: SaaS, dedicated instance, VPC, or bare metal
Pricing
Pricing model: Freemium
Free: 10,000 free pages with all features included, no card required. Pay-As-You-Go: $0.015 per page after first 10,000 free pages. Business: Custom pricing with dedicated instance, VPC or multi-tenant SaaS deployment.
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Unstructured metrics
| Metric | Value |
|---|---|
| Domain Rating | 72 no change since last check |
| Trust Flow | 17 no change since last check |
| Citation Flow | 45 no change since last check |
| Referring domains | 1,845 no change since last check |
| External backlinks | 14,806 no change since last check |
Ahrefs Domain Rating listed 6 Nov 2026, relisted 26 Oct 2026. Listed under topic: Computers/Data Formats (14). Majestic listed 26 Oct 2026, relisted 26 Oct 2026. Link data listed by Majestic. Trust Flow, Citation Flow and Topical Trust Flow are trademarks of Majestic-12 Ltd.
Unstructured domain listing data
Show the listing data
| Domain age | 8 years |
|---|---|
| Registered | |
| Expires | |
| Registrar | GoDaddy.com, LLC |
| DNSSEC | Not signed |
Unstructured launch receipt entry
| Measure | At launch, then latest |
|---|---|
| Domain Rating (Ahrefs) | 72 to 72 no change since launch 26 Oct 2026, then 6 Nov 2026 |
| Trust Flow (Majestic) | 17 first measured 26 Oct 2026 |
| Referring domains (Majestic) | 1,845 first measured 26 Oct 2026 |
Day 10 since launch. Next receipt: day 30, 25 Nov 2026. We show what changed, not what caused it: many things affect these numbers. Nothing here is estimated.
Before you launch
The playbook on SaaS Directory List lists what to prepare, what to post on launch day and where else to list your product.
Compare and explore
Quick answers
Why can't I just let my model read the PDF?
For single clean files, you can use vision models. However, across thousands of messy documents that keep changing, the model burns tokens fighting the layout instead of answering questions. Unstructured cleans and structures documents first, so you get better answers for less cost.
Are you just a PDF parser?
No. Unstructured supports 50+ file types including Word, Excel, PowerPoint, email, HTML, images, and scans, all through one pipeline. Whatever format data arrives in, it comes out clean and structured.
Can it pull straight from my S3 or SharePoint and land in my vector DB?
Yes. You can connect to 20+ sources including S3, SharePoint, Drive, Snowflake, and Databricks, and write to 20+ destinations including all major vector databases. You connect the endpoints and the pipeline runs between them with no glue code needed.
Can I trust you with regulated data?
Yes. Unstructured is SOC 2 Type 2 certified, HIPAA compliant, GDPR-ready, and ISO 27001 certified. It can run on shared Business SaaS, a dedicated isolated instance, or fully in your own VPC for complete data sovereignty.
What do people actually build with this?
Different industries use Unstructured differently. Finance teams extract fields from loan files and contracts to build research copilots. Insurance turns claims and forms into structured data. Legal extracts and checks contract terms. Life sciences prepares research papers for discovery. Manufacturing makes technical manuals searchable. All industries convert messy documents into data AI can use.
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