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:

Reading audience size for DTC brands on YouTube

Here is how audience size for DTC brands on YouTube actually gets done, what it costs each way, and where each way stops working. Mamba Labs builds Apify actors, and YouTube Channel Stats Extractor is the one named below that covers DTC brands on YouTube.

Where this starts

On YouTube, DTC looks like the easy case and is not. YouTube is a search engine that pays, so a subscriber count and a view count measure different things, and audience size for DTC brands on YouTube inherits that. What catches people out on DTC brands on YouTube, audience size included: a brand that has gone quiet on ads is either dying or profitable, and the data does not say which. If you would rather try it than read about it, YouTube Channel Stats Extractor does audience size for DTC brands on YouTube today.

Why it matters

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

Traditional Search Tools

The Meta Ad Library, for DTC brands on YouTube. Free, complete for the platforms it covers, and built for compliance rather than research.
The channel's recent uploads, for DTC 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.

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.

YouTube Subscriber Counts for DTC Brands

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.