Take a look around.

Ask in plain words

Write the list the way you’d say it, dealbreakers and all: the headcount, who they’re hiring, what to leave out, what to bring back. Each part turns into a rule as you type, so you see how it was read. Press Enter for the most it can cost.

Only the ones that fit. You pay for the matches.

See why every result made the list

SpecStream runs on evidence-bound AI: it reads each result’s own pages and what the rest of the web says about it, and answers every rule you wrote with a reason. Each answer keeps the value, the page, and the date, and code checks every number and quote.

Same evidence, same answer. Every answer is recorded, so replaying a decision costs $0.

Put any list on a map

Results and the lists you import land on the map as points or density, so you can see where they bunch up. Zoom to the territory you care about, filter by the map area, and the table follows.

Addresses land on the map. SpecStream places imported addresses for you, free.

See what your records have in common

Pick a column, like lead investor, specialty, or supplier, and everything that shares a value connects. Worth a look points out the biggest group first. Compare them side by side, and Differences only leaves just what sets them apart.

Connected by your own columns. Records that share a value connect, and an empty value stays unconnected.

Add what’s missing, then send it on

Need another column? Say it in a few words, like the last funding round and the LinkedIn page, and see the price first. Then export to CSV, Excel, JSON, or HTML, send it to a connected tool, or share a link that expires, with contact details only if you say so.

A link isn’t a login. People with it see the list you shared, not your workspace.

Keep your list from going stale

Refresh rechecks what you kept and tells you which still match, which no longer do, and which couldn’t be confirmed. Find more picks up where the last run stopped. Put either on a schedule, and it keeps looking after you’ve closed the laptop.

It runs every Monday on its own. This week’s recheck cost $4.35.

Give your agent somewhere to work

Your agent gets the same finding, rechecks, and collections you do, over MCP, the API, the Python and TypeScript SDKs, or the command line. Each key gets its own scopes, and pages are read as data, never as orders.

https://api.specstream.ai/mcp