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Eliminate grunt work. Extract, structure, and aggregate data from any website or file in any browser in seconds — no code required.

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Sources
Private Data
Public Data
Niche Asset Database
Real Estate Comps
Professional Networks
E-commerce
Subscribed Database
JD
I've opened all 34 community pages in tabs and hit Record. Build me a database — community name, address, city, state, amenities.
Processing 34 sources — 113,522 tokens in context. Building database now.
CommunityCityPoolClubhouseTennis
Southwind VillageNaples, FLYesYesNo
Lantana CascadeLantana, FLYesYesYes
Siesta LagoKissimmee, FLYesYesNo
Silver StarOrlando, FLNoYesYes
✓ 34 pages · 113,522 tokens  ·  ↓ Download CSV
JD
Extract 2024 revenue data for all entities in this category — org name, state, revenue, filing year.
Agent mode: 33 new pages added (34 sources in context). Extracting public records now.
OrganizationStateRevenue (2024)Year
National Sports Org ANJ$296,589,4182024
Regional Assoc. BFL$252,601,1752024
Charitable Foundation CIL$36,457,5762024
Community Foundation DTX$34,747,9942024
✓ 34 sources · Public records  ·  ↓ Download CSV
JD
Make a table: Asset Name, City, State, Capacity, Rate, Lat, Long.
Agent mode: 53 sources in context. Building niche asset dataset.
Asset NameCityCapacityRateHookup
Waterfront Facility AMobile, AL120 slips$2.50/ftYes
Marina Complex BDaphne, AL200 slips$2.10/ftYes
Coastal Asset CFairhope, AL60 slips$1.60/ftNo
Harbor Facility DGulf Shores, AL95 slips$1.90/ftYes
✓ 53 assets · 14 columns  ·  ↓ Download CSV
JD
Create a comps table — building name, unit, bedrooms, sqft, asking rent.
Found 435 rental listings across 6 sources. Structured comps table ready.
BuildingUnitBedSqftRent/mo
Riverside TowerN06061745$3,821
Riverside TowerS060221,012$4,450
Harbor LoftsA-4051713$3,995
The Meridian4B1820$3,950
✓ 435 listings · Sources (6)  ·  ↓ Download CSV
JD
Build a list of people who work at this firm — name, role, number of connections.
Sources (13) in context. Found 242 associated members. Structuring now.
NameRoleConnections
B. McCormickVice President500+
C. SullivanAssociate500+
J. von BibersteinChief of Staff500+
J. CurvinValuation Analyst500+
H. TurnerAssociate500+
T.A. CooperVP, Data Analytics500+
✓ 242 members · Sources (13)  ·  ↓ Download CSV
JD
Build a comparison table of Vitamin C supplements — brand, form, dose, count, price, price per serving, rating.
Agent mode: 18 product pages captured. Building supplement comps table.
BrandFormDoseCountPrice$/ServRating
Nature's BountyTablet500mg250ct$12.49$0.054.8 ★
NOW FoodsPowder1000mg227g$14.95$0.064.7 ★
Emergen-CPacket1000mg60ct$17.88$0.304.7 ★
Garden of LifeCapsule500mg60ct$21.59$0.364.6 ★
✓ 18 products · E-commerce  ·  ↓ Download CSV
JD
Create a table for Magnificent 7 — company, ticker, market cap, EV, EV/EBITDA, P/E, consensus analyst price target.
Querying subscribed database. Pulling Magnificent 7 data now.
CompanyTickerMkt CapEVEV/EBITDAP/ETarget
AppleAAPL$3.1T$3.2T22.4x29.1x$215
MicrosoftMSFT$2.9T$3.0T24.1x33.8x$480
NvidiaNVDA$2.6T$2.6T38.7x47.2x$135
AlphabetGOOGL$2.1T$1.9T16.2x22.4x$195
AmazonAMZN$2.0T$2.2T18.9x38.1x$225
MetaMETA$1.4T$1.3T13.8x24.7x$620
TeslaTSLA$0.8T$0.8T52.3x81.4x$285
✓ 7 companies · Live data  ·  ↓ Download CSV

How it works — multiple capabilities, one engine

Constellation runs as a panel inside your browser. Open any page or file, describe what you need, get structured data — instantly.

Query conversationally

Describe what you need in plain English. Saved prompt templates let you define your schema once and apply it to any website, PDF, or uploaded file.

AskHistorySettings

Capture from any source

Tab through open pages and Record them all at once. Upload PDFs, CSVs, or paste text directly. The Sources count confirms everything is in context before you run.

SaveRecordSources (34)

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 · Google Docs · PDF

Agent Mode for autonomous collection

Constellation navigates linked pages automatically — collecting data across dozens of sources without manual tab-through. One prompt, complete output.

Agent ModeSend to Zapier

Use cases built for the work analysts actually do

Real workflows. Real output. No copy-paste.

Build datasets from any website
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
Demo
Organize large, unstructured public datasets instantly
Public data

Organize large, unstructured 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
Marinas, properties, and specialty assets at scale
Niche assets

Marinas, properties, and specialty assets at scale

  • 53 pages → 14-column dataset: capacity, rates, coordinates
  • Saved prompts reusable across any asset class
  • Export CSV or send to Zapier for pipeline automation
Demo
Product data and pricing — structured on demand
E-commerce & competitive

Product data and pricing — structured on demand

  • Full product comps: name, price, specs, ratings, reviews
  • Agent Mode navigates all category pages automatically
  • Download CSV or send to Zapier directly from the panel
Real estate comps
Real estate comps

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
~30 pages / 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
~1,000 pages / 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
Unlimited pages*
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

* Pages processed refers to pages active in your AI query sessions — not pages extracted. Each time you ask a question, all pages currently saved in your session count toward your monthly limit. Pages reused in follow-up questions count again. Actual limits are based on total token usage; page counts shown are estimates.

Stop doing it
the slow way.

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