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:

Where ad activity differs for French companies

The job on this page is ad activity for French companies, with the options first, ours included, and the recommendation at the end. The tools we name are Mamba Labs Apify actors, priced per row, and Meta Ad Library Monitor is the one pointed at French companies.

What is actually going wrong

French companies and ad activity: the answer is public, scattered, and nobody has time to collect it. French companies file, publish and advertise under local rules that no global dataset models properly, and ad activity inherits that. Know this about French companies before any ad activity: coverage from any vendor drops off a cliff outside the English speaking market. If you would rather try it than read about it, Meta Ad Library Monitor does ad activity for French companies today.

Traditional Search Tools

The national company register, for French companies. Free, authoritative, and in its own language.
The Meta Ad Library itself. The source everything else reads. Complete for the platforms it covers, and hard to watch weekly across a set of brands.
AdSpy, Foreplay or a creative library. Built for media buyers, with search and tagging on top of the same public data. Subscription priced, and worth it if creative research is your job.
Being on their retargeting list. Visit the site, wait two days, watch your own feed. Free and unreasonably effective.
Search the ad library. Meta publishes every active ad and it is free to search by page. Fifteen minutes per competitor and you see the creative, which no summary of it replaces.

Doing it end to end

Start with one of French companies you already know, so a wrong ad activity answer is obvious rather than plausible.
Run Meta Ad Library Monitor across your list of French companies, which carries 1 ready made setup for ad activity.
Read ten rows of ad activity on French companies 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.

Meta Ad Library Monitor1 preconfigured task on this page's job.