Constellation

Real estate comps

Extract rental listings, unit details, and pricing from multiple property sites into a single comparison table.

Public records research

Pull organization names, revenue data, and filing years from government or nonprofit databases.

E-commerce analysis

Build product comparison tables with brand, form, dose, price, and ratings from supplement or retail pages.

Professional networking

Compile employee lists with names, roles, and connection counts from firm directories.

Niche asset databases

Collect marina, dock, or facility data including capacity, rates, and location coordinates.

Financial data aggregation

Gather company metrics like market cap, EV/EBITDA, and analyst price targets from subscribed databases.

Browser extension

Runs directly in your browser, no coding or separate software required.

Multi-source processing

Handles dozens of pages simultaneously—up to 53 sources in context in the examples shown.

Natural language commands

Use plain English prompts like "Build me a database" or "Create a comps table" to trigger extraction.

Agent mode

Automatically discovers and adds new relevant pages based on your request, expanding the dataset.

Structured table output

Extracted data is organized into clean columns (e.g., name, city, state, price, rating) ready for analysis.

CSV export

Download completed tables as CSV files for use in spreadsheets or other tools.

Context-aware processing

Tracks tokens (up to 113,522 in one example) to maintain context across multiple sources.

Public and private data support

Works with open web pages and subscribed databases for proprietary information.