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:

The hard part of audience size for financial services on LinkedIn

What follows is the honest set of ways to get audience size on financial services on LinkedIn, including the ones that are not ours. We are Mamba Labs, we build Apify actors, and Domain to LinkedIn URL Resolver is the one that does this for financial services on LinkedIn.

Where this starts

On LinkedIn, financial services one at a time is fine, and a list of them is not. Any audience size method for financial services on LinkedIn has to survive this: LinkedIn is the only network where the follower count and the buying committee overlap. Know this about financial services on LinkedIn before any audience size: employee counts on a company page include alumni and contractors and run high. If you would rather try it than read about it, Domain to LinkedIn URL Resolver does audience size for financial services on LinkedIn today.

Why anyone bothers

If you qualify on audience, financial services on LinkedIn is where that qualification is most likely to be quietly wrong.

Traditional Search Tools

Sales Navigator, for financial services 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.

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.

Find LinkedIn Company URLs for Insurance Companies

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 Resolver1 preconfigured task on this page's job.