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:

Fashion brands on TikTok: the work behind audience size

Here is how audience size for fashion brands on TikTok actually gets done, what it costs each way, and where each way stops working. Mamba Labs builds the Apify actors named here, so TikTok Brand Presence Mapper is something you run yourself against your own list of fashion brands on TikTok.

What is actually going wrong

On TikTok, fashion turns into a judgment call nobody wanted. TikTok reward reach over relationship, so a follower count moves faster there than anywhere, and audience size for fashion brands on TikTok has to work around it. What catches people out on fashion brands on TikTok, audience size included: a scan taken between seasons reads as a collapse when it is a calendar. If you would rather try it than read about it, TikTok Brand Presence Mapper does audience size for fashion brands on TikTok today.

Traditional Search Tools

The brand's own lookbook and stockist page, for fashion brands on TikTok. Free, and it names the retail relationships nothing else exposes.
TikTok's Creative Center, for fashion 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.

Doing it end to end

Start with one of fashion brands on TikTok you already know, so a wrong audience size answer is obvious rather than plausible.
Run TikTok Brand Presence Mapper across your list of fashion brands on TikTok, which carries 1 ready made setup for audience size.
Read ten rows of audience size on fashion brands on TikTok 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.

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