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 regulated industries on LinkedIn

Here is how audience size for regulated industries on LinkedIn actually gets done, what it costs each way, and where each way stops working. We are Mamba Labs, we build Apify actors, and Domain to LinkedIn URL Resolver is the one that does this for regulated industries on LinkedIn.

Where this starts

On LinkedIn, regulated industries turns into a judgment call nobody wanted. Any audience size method for regulated industries on LinkedIn has to survive this: LinkedIn is the only network where the follower count and the buying committee overlap. Know this about regulated industries on LinkedIn before any audience size: employee counts on a company page include alumni and contractors and run high. Domain to LinkedIn URL Resolver carries 6 ready made setups for audience size on regulated industries on LinkedIn.

Why anyone bothers

A follower count for regulated industries on LinkedIn is the easiest number to get and the easiest to misread.

The method

Start with one of regulated industries on LinkedIn you already know, so a wrong audience size answer is obvious rather than plausible.
Run Domain to LinkedIn URL Resolver across your list of regulated industries on LinkedIn, which carries 4 ready made setups for audience size.
Run LinkedIn Company Page Mapper across your list of regulated industries on LinkedIn, which carries 2 ready made setups for audience size.
Read ten rows of audience size on regulated industries on LinkedIn by hand before you trust the rest of the list.

Traditional Search Tools

Sales Navigator, for regulated industries on LinkedIn. The best filters available on this data, and it charges per seat for them.
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.

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.

Domain to LinkedIn URL Resolver4 preconfigured tasks on this page's job.
LinkedIn Company Page Mapper2 preconfigured tasks on this page's job.