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:

Canadian companies on X and the audience size problem

Read this if you need audience size for Canadian companies on X and you would rather see the real options than a pitch. The tools we name are Mamba Labs Apify actors, priced per row, and X Brand Presence Mapper is the one pointed at Canadian companies on X.

The situation

On X, Canadian the answer is public, scattered, and nobody has time to collect it. Any audience size method for Canadian companies on X has to survive this: X has an audience that has moved and a follower count that has not. One thing audience size on Canadian companies on X rarely accounts for: counts accumulated before the platform changed and no longer describe reach at all. We keep 1 preconfigured task for audience size on Canadian companies on X, across 1 tool.

Why anyone bothers

A follower count for Canadian companies on X is the easiest number to get and the easiest to misread.

Traditional Search Tools

The account's recent replies, for Canadian companies on X. Free, and reply volume shows whether anyone is still there.
The platform APIs. Official, accurate and gated. Most now require an app review to read a public follower count, which is weeks of work for one number.
Social listening suites. Brandwatch, Sprout and the rest do this among many other things. Priced for a brand team, not for a qualification step in a sales list.
SimilarWeb or a traffic estimator. A different proxy for the same question. Better for whether anyone visits, worse for whether anyone follows.
Open the profiles. Find the accounts, read the numbers, write them down. Two minutes per brand per network, and completely accurate on the day you do it.

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.

X Twitter Handle Lookup for Canadian Companies

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.

X Brand Presence Mapper1 preconfigured task on this page's job.