Mamba Labs builds GTM signal enrichment tools published as Apify actors and MCP servers. Every tool returns flat, Clay-ready JSON per company, priced per result with no subscriptions.

What is the GTM Suite?

The GTM Suite is an all-in-one MCP server that bundles fifteen Mamba Labs tools into a single install. It covers identity resolution, signal detection, ICP scoring, and sequencer push from one endpoint.

USE CASE:

AI companies and the cost of target lists

Here is how target lists for AI companies actually gets done, what it costs each way, and where each way stops working. Mamba Labs builds Apify actors, and Company Discovery List Builder is the one named below that covers AI companies.

What is actually going wrong

AI companies distort target lists, for a reason specific to them. AI companies all claim the same thing, which makes the claim worthless as a filter, and target lists has to work around it. Worth knowing about AI companies, since target lists inherits it: a homepage mention costs an afternoon, a priced feature costs a roadmap, and only one of those is a signal. If you would rather try it than read about it, Company Discovery List Builder does target lists for AI companies today.

Why it matters

Buying a list of the AI companies gets you the same rows your competitors bought last month.

Doing it end to end

Start with one of AI companies you already know, so a wrong target lists answer is obvious rather than plausible.
Run Company Discovery List Builder across your list of AI companies, which carries 1 ready made setup for target lists.
Read ten rows of target lists on AI companies by hand before you trust the rest of the list.

Traditional Search Tools

Their changelog, for AI companies. Free, dated, and the only place that separates shipping from announcing.
Apollo, Cognism or a database export. Ten thousand rows in an afternoon. The filters are firmographic, so what you get is a category rather than a market, and every competitor can pull the same export.
LinkedIn Sales Navigator saved searches. The filters are better than most databases and the export path is deliberately awkward. Good for named accounts, painful for volume.
Public registers and filings. Free, unfashionable, and full of companies nobody else is prospecting because they are annoying to get at.
Conference and association directories. A membership list is a qualified list somebody else already built.
Start from your customers. Take your twenty best accounts, work out what they share that is observable from outside, and go looking for that. Half a day, and it is the highest quality list you will ever build.

Mamba Labs Apify Actors

These are the actors we built for this job. If yours is not covered here, search from the bar at the top of the page or contact us here and tell us what you need.

Company Discovery List Builder1 preconfigured task on this page's job.