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:

Agency companies on Reddit and audience size

This page is about audience size for agency companies on Reddit: 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 Reddit Brand Presence Mapper is the one pointed at agency companies on Reddit.

The problem

On Reddit, agency the shortcuts stop working, for one specific reason. Reddit has no brand accounts worth counting, so presence there means being talked about rather than posting, which shapes audience size for agency companies on Reddit. Know this about agency companies on Reddit before any audience size: a case study page is marketing, not evidence, and it rarely dates the work. There is 1 runnable example of audience size for agency companies on Reddit below.

Traditional Search Tools

Award show entrant lists, for agency companies on Reddit. Free, dated, and they name the client and the agency together.
Reddit search itself, for agency companies on Reddit. Free, and reading ten threads beats counting a thousand mentions.
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 agency companies on Reddit you already know, so a wrong audience size answer is obvious rather than plausible.
Run Reddit Brand Presence Mapper across your list of agency companies on Reddit, which carries 1 ready made setup for audience size.
Read ten rows of audience size on agency companies on Reddit 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.

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