We build the live web data engine.

SpecStream finds the lists no one sells. Ask in your own words and it reads the live web for every match, with the page behind each row. Teams use it in the workspace; agents use it over the API and MCP.

Why it exists

The lists that matter most aren’t for sale. A data vendor’s database was collected months ago, so the café that opened in the spring and the company that filed with the state last week aren’t in it. The other way is forty tabs, a spreadsheet and an afternoon, and the same afternoon again when the list goes stale.

SpecStream does that afternoon’s work for every request. It reads the web as it is today, keeps going until the list is whole, and bills only the rows that fit.

How it decides

Your request becomes rules you can read and change before anything runs. SpecStream goes where each kind of thing is listed: registries, maps, directories, job boards and each result’s own site. Every part of the request gets an answer on every result, with the line on the page that settles it. Code checks every number, date and quote, and a saved decision replays to the same answer.

Who it’s for

Sales teams building territories, agencies looking for clients, bid teams watching for tenders, researchers, founders, and the agents they hand the work to. Every plan finds the same lists at the same rates, and an agent shares the same workspace, evidence and balance.

The company

SpecStream is made by SpecStream SAS, a French company. The service and its databases run in the European Union, and no model is trained on your requests, lists or results. Security and control has the details.

Setup help, a security questionnaire or an Enterprise plan? Talk to us.