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:

Ecommerce brands on YouTube and the audience size problem

This page is about audience size for ecommerce brands on YouTube: the options you actually have, what each one costs, and which one we would pick. The tools we name are Mamba Labs Apify actors, priced per row, and YouTube Channel Stats Extractor is the one pointed at ecommerce brands on YouTube.

The problem

On YouTube, ecommerce the answer is public, scattered, and nobody has time to collect it. Start from this for ecommerce brands on YouTube: YouTube is a search engine that pays, so a subscriber count and a view count measure different things, and audience size follows. Know this about ecommerce brands on YouTube before any audience size: a headless build hides the platform completely, and headless correlates with the biggest merchants. There is 1 runnable example of audience size for ecommerce brands on YouTube below.

Traditional Search Tools

Wappalyzer, for ecommerce brands on YouTube. Free as an extension, cheap as an API, and it will still miss the headless ones.
The channel's recent uploads, for ecommerce brands 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.

How we would run it

Start with one of ecommerce brands 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 ecommerce brands on YouTube, which carries 1 ready made setup for audience size.
Read ten rows of audience size on ecommerce brands on YouTube by hand before you trust the rest of the list.

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.