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:

Skincare brands on TikTok and the audience size problem

Here is how audience size for skincare brands on TikTok actually gets done, what it costs each way, and where each way stops working. The tools we name are Mamba Labs Apify actors, priced per row, and TikTok Brand Presence Mapper is the one pointed at skincare brands on TikTok.

What is actually going wrong

On TikTok, skincare is where the assumptions get expensive. TikTok reward reach over relationship, so a follower count moves faster there than anywhere, and audience size for skincare brands on TikTok inherits that. One thing audience size on skincare brands on TikTok rarely accounts for: the same product page reads differently by country, so one scan describes one jurisdiction. If you would rather try it than read about it, TikTok Brand Presence Mapper does audience size for skincare brands on TikTok today.

Traditional Search Tools

The regulator's cosmetic notification database, for skincare brands on TikTok. Free in the EU, and it names the responsible person behind the brand.
TikTok's Creative Center, for skincare brands on TikTok. Free, official, and better on trends than on any single account.
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.

TikTok Follower Counts for Skincare 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.

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