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:

Telling which companies actually use AI and which only talk about it

Everything below is about telling which companies actually use AI and which only talk about it, and about which AI adoption method holds up on a list rather than one record. Mamba Labs writes Apify actors for this kind of work, and AI Tooling Detector is the one aimed at AI adoption.

Where this starts

Every company mentions AI somewhere on its site. A much smaller number have shipped a feature, charge for it, or staffed a team around it. If you sell into that adoption, the mention is worthless and the evidence is what matters, and the two look identical to a keyword search.

Traditional Search Tools

Their job board. Hiring machine learning engineers is a spending commitment rather than a claim. Public, free, and slower to change than a homepage.
Product announcements and changelogs. Shipped features with dates. The single most honest source, and it needs reading rather than querying.
Read the product and pricing pages. A feature in the product, a line item in the pricing, a role in the job board. Any one of those is evidence. Five minutes per company and you can tell immediately.

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.

AI Tooling Detector9 preconfigured tasks on this page's job.

Preconfigured tasks

A task is one of these actors with the inputs already filled in for a specific version of this job. Open one, swap in your own list, and run it without setting anything up from scratch.