Growth Data

Live aggregates across every company Systemaic has broken down: what the public ad libraries, traffic estimates, and launch histories actually show about how growing companies acquire customers. Updated automatically as new teardowns publish. Cite freely with a link.

51
companies broken down
evidence-based teardowns, one per day
96%
run paid ads right now
49 of 51, live in the public ad libraries
34/34
of 100K+ visit companies run paid
every high-traffic company in the set
16
have founder-led growth engines
founder-led score 7+/10 in the data
197K
median monthly visits
SimilarWeb-style estimate
1712 days
longest-running ad on record
run time is the market's judgment: it converts

Biggest live Meta ad libraries in the set

Comfrt4,087 ads in libraryElevenLabs1,142 ads in libraryGruns1,138 ads in libraryPerplexity905 ads in librarySuno894 ads in library

By category and channel

How AI companies get customers10 companies · 90% paidHow SaaS companies get customers19 companies · 89% paidHow DTC skincare & beauty brands get customers9 companies · 100% paidHow food, beverage & wellness brands get customers8 companies · 100% paidHow e-commerce brands get customers18 companies · 100% paidFounder-led growth, measured16 companies · 88% paidCommunity-led growth: Reddit, HN and forums4 companies · 75% paidCreator & UGC growth engines22 companies · 100% paid

Methodology: ad presence and counts from the public Meta, Google, and LinkedIn ad libraries, bound to verified company pages and domains (never name search). Traffic figures are SimilarWeb-style estimates, directional. The set skews toward currently-growing SaaS and DTC companies. Questions or corrections: amedeo@systemaic.com. Last updated 2026-07-04.

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