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 fashion brands on Instagram

Here is how audience size for fashion brands on Instagram actually gets done, what it costs each way, and where each way stops working. The tools we name are Mamba Labs Apify actors, priced per row, and Meta Brand Presence Mapper is the one pointed at fashion brands on Instagram.

What is actually going wrong

On Instagram, fashion stops being a lookup and becomes a project. Instagram is where consumer brands keep their shop window, so an absent account is itself a finding, which shapes audience size for fashion brands on Instagram. What catches people out on fashion brands on Instagram, audience size included: a scan taken between seasons reads as a collapse when it is a calendar. Meta Brand Presence Mapper carries 1 ready made setup for audience size on fashion brands on Instagram.

What is at stake

If you qualify on audience, fashion brands on Instagram is where that qualification is most likely to be quietly wrong.

Doing it end to end

Start with one of fashion brands on Instagram you already know, so a wrong audience size answer is obvious rather than plausible.
Run Meta Brand Presence Mapper across your list of fashion brands on Instagram, which carries 1 ready made setup for audience size.
Read ten rows of audience size on fashion brands on Instagram by hand before you trust the rest of the list.

Traditional Search Tools

The brand's own lookbook and stockist page, for fashion brands on Instagram. Free, and it names the retail relationships nothing else exposes.
The account's own posts, for fashion brands on Instagram. Free, and engagement per post exposes a bought audience in seconds.
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.

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