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:

Logistics companies on YouTube and the audience size problem

Here is how audience size for logistics companies on YouTube actually gets done, what it costs each way, and where each way stops working. Mamba Labs builds the Apify actors named here, so YouTube Channel Stats Extractor is something you run yourself against your own list of logistics companies on YouTube.

What is actually going wrong

On YouTube, logistics turns into a judgment call nobody wanted. YouTube is a search engine that pays, so a subscriber count and a view count measure different things, and audience size for logistics companies on YouTube inherits that. What catches people out on logistics companies on YouTube, audience size included: a freight forwarder, a carrier and a broker all describe themselves as logistics. If you would rather try it than read about it, YouTube Channel Stats Extractor does audience size for logistics companies on YouTube today.

What is at stake

The shape of an audience across logistics companies on YouTube matters more than the total, and a spreadsheet column called followers records only the total.

How we would run it

Start with one of logistics companies on YouTube you already know, so a wrong audience size answer is obvious rather than plausible.
Run YouTube Channel Stats Extractor across your list of logistics companies on YouTube, which carries 1 ready made setup for audience size.
Read ten rows of audience size on logistics companies on YouTube by hand before you trust the rest of the list.

Traditional Search Tools

The operator licence register, for logistics companies on YouTube. Free, and it says which of the three you are looking at.
The channel's recent uploads, for logistics companies on YouTube. Free, and the gap between subscribers and recent views is the honest number.
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.

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.

YouTube Channel Stats Extractor1 preconfigured task on this page's job.