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:

Restaurant brands on TikTok and the hard part of audience size

Everything below is about one job: audience size for restaurant brands on TikTok, done in a way that survives a list rather than a single lookup. Mamba Labs builds the Apify actors named here, so TikTok Brand Presence Mapper is something you run yourself against your own list of restaurant brands on TikTok.

The situation

On TikTok, restaurant looks like the easy case and is not. Any audience size method for restaurant brands on TikTok has to survive this: TikTok reward reach over relationship, so a follower count moves faster there than anywhere. Worth knowing about restaurant brands on TikTok, since audience size inherits it: a chain and a single site share a domain shape and share no buying behavior at all. We keep 1 preconfigured task for audience size on restaurant brands on TikTok, across 1 tool.

Traditional Search Tools

Delivery platform listings, for restaurant brands on TikTok. Free to search, and location count is visible without asking.
TikTok's Creative Center, for restaurant 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.

The method

Start with one of restaurant 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 restaurant brands on TikTok, which carries 1 ready made setup for audience size.
Read ten rows of audience size on restaurant 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.