Now available on Chrome, Edge, and Brave

Your new
research autopilot

Eliminate grunt work. Constellation extracts, structures, and aggregates data from any website or file in seconds — no code required, no templates to configure.

677
Active competitors
1000+
Pages per month (Pro)
$20
Starting price
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Constellation in action
How it works

Four capabilities.
One engine.

No templates. No workflow builder. No credit system. Just open a page, say what you need, and get structured data.

Query conversationally

Describe what you need in plain English. Constellation understands context, infers your schema, and returns exactly the columns you asked for — not the ones the site happened to include.

Plain English Schema inference Natural language
Constellation query interface

Record — multi-tab capture

Open 50 tabs of the same site type. Hit Record. Constellation captures every page in context. 34 sources, 113,522 tokens — nothing missed, nothing hallucinated.

Bulk capture Multi-tab Token context

Agent Mode — autonomous collection

Describe a dataset and let Constellation navigate linked pages automatically. It crawls, extracts, and structures across dozens of sources — no manual tab-through required.

Autonomous Linked page crawling Agentic

Structure intelligently

Unstructured pages, PDFs, and files become clean, consistent tables. Currency, dates, and addresses normalize automatically. Database-ready from the first run.

CSV / Excel export PDF support Zapier

Built for the work analysts actually do

Real workflows. Real output. No copy-paste.

Private data extraction
Private data

Build datasets from any website

  • Open pages in tabs, hit Record — Constellation captures everything
  • Saved prompts define your schema: name, address, amenities
  • 34 sources, 113,522 tokens — nothing missed
Public data organization
Public data

Organize large public datasets instantly

  • Agent Mode collects data across thousands of pages automatically
  • Public records, filings, disclosures — exportable in seconds
  • No expensive outsourcing to data providers
Real estate comps
Real estate

Pull every rental and sale comp in seconds

  • Building name, unit, beds, baths, sqft, rent — one query
  • Missing prices flagged, not dropped — schema stays consistent
  • Export to Excel — numbers sort and aggregate without cleanup
Pricing

Simple and honest

Start free. Upgrade when you need more pages or power. No contracts, no seat minimums.

Free
$0
/ month

Try Constellation on your real workflows before committing to anything.

  • ~30 pages / month
  • Any website, PDF, or file
  • Export: CSV, Excel, Google Docs
  • Ask, Save, Sources & History
  • Agent Mode
  • Record — multi-tab capture
Pro
$ 50
/ month

For analysts and researchers who use Constellation as part of their daily workflow.

  • ~1,000 pages / month
  • Agent Mode: autonomous collection
  • Record: multi-tab bulk capture
  • Saved prompts & schema templates
  • PDF & file upload support
  • Send to Zapier
Enterprise
$ 125
/ month

For teams running high-volume data pipelines, with full integration into your existing stack.

  • Unlimited pages processed
  • Embeddings & vector export
  • OneDrive & Google Drive sync
  • Chat with your own data (RAG)
  • Workspace & SSO
  • Dedicated solutions engineer
  • Direct support & SLA

Stop doing it
the slow way

Every minute you spend copy-pasting data from web pages is a minute you're not analyzing it.

Add to browser

Chrome, Edge, and Brave. No account required to start.