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:

Fintech companies on Reddit: the honest take on audience size

This page is about audience size for fintech companies on Reddit: the options you actually have, what each one costs, and which one we would pick. We are Mamba Labs, we build Apify actors, and Reddit Brand Presence Mapper is the one that does this for fintech companies on Reddit.

The problem

On Reddit, fintech the answer is public, scattered, and nobody has time to collect it. Reddit has no brand accounts worth counting, so presence there means being talked about rather than posting, and audience size for fintech companies on Reddit inherits that. On fintech companies on Reddit, audience size rarely catches this: the marketing site belongs to the brand and the filings to the licence holder, and joining them by name fails. There is 1 runnable example of audience size for fintech companies on Reddit below.

Why anyone bothers

The shape of an audience across fintech companies on Reddit matters more than the total, and a spreadsheet column called followers records only the total.

Doing it end to end

Start with one of fintech 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 fintech companies on Reddit, which carries 1 ready made setup for audience size.
Read ten rows of audience size on fintech companies on Reddit by hand before you trust the rest of the list.

Traditional Search Tools

The FCA and FINRA registers, for fintech companies on Reddit. Free, authoritative on who is licensed, and useless for anything about the product.
Reddit search itself, for fintech 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.

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.