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:

Proptech companies and the AI adoption problem

Read this if you need AI adoption for proptech companies and you would rather see the real options than a pitch. Mamba Labs builds the Apify actors named here, so AI Tooling Detector is something you run yourself against your own list of proptech companies.

The problem

Proptech companies complicate AI adoption, for a reason specific to them. Proptech companies sit between agents, landlords and lenders, and each of those is a different sale, and AI adoption inherits that. One thing AI adoption on proptech companies rarely accounts for: the company you can see is often a marketplace whose customers are the businesses you actually want. There is 1 runnable example of AI adoption for proptech companies below.

Why anyone bothers

Every one of the proptech companies mentions AI somewhere, and a much smaller number have shipped a feature, charged for it or staffed a team around it.

The method

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

Traditional Search Tools

The land registry, for proptech companies. Free in most markets, authoritative on ownership, and it will not tell you who runs the software.
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 Detector1 preconfigured task on this page's job.