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Chronicles

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Moloco, an ad tech startup that uses machine learning to create mobile campaigns, raises $150M Series C led by Tiger Global at a $1.5B valuation

Catherine Shu / TechCrunch :

TechCrunch Catherine Shu

Context & Ripple Effects

This round lands in the middle of Tiger Global's 2021 sprint through marketing software: weeks after leading ActiveCampaign's $240M Series C at a $3B+ valuation, and before it would return for OctoML's $85M Series C in November. Moloco's machine-learning approach to mobile campaigns fits the same thesis — applied ML in advertising workflows, funded at speed.

First-order effects

  • Moloco gets $150M to scale its ML-driven mobile campaign engine, entering the market with unicorn-scale capital while competitors like ActiveCampaign — also Tiger-backed — automate adjacent channels like email and CRM.
  • Tiger Global adds another marketing-tech position to a 2021 fund that relationships describe as aggressively seeding billion-dollar startups during the COVID-era funding surge.

Second-order effects

  • Mobile advertisers gain a better-funded alternative to incumbents, pressuring rivals on performance pricing as ML-optimized campaigns compete directly for the same app-install budgets.
  • The round positions Moloco to become an acquirer of influence rather than just a target: by 2026 it holds a minority stake in AppsFlyer's $1B Series E alongside Google, Meta, and Unity — converting raised capital into cap-table power over the attribution layer it depends on.

Third-order effects

  • If the pattern holds, late-cycle mega-rounds don't just mint unicorns — they create strategic investors who consolidate the measurement and attribution stack around a few ad-platform players, with independent martech vendors increasingly owned or influenced by their own customers and competitors.
  • Tiger Global's volume strategy across ActiveCampaign, Moloco, OctoML, and beyond illustrates how concentrated lead-investor capital can shape which categories (marketing automation, ML infrastructure) get funded to scale in a single cycle.

The trend: Machine-learning ad tech is consolidating around heavily capitalized platforms, as Tiger Global-era unicorns like Moloco graduate from fundraising targets to minority stakeholders in the attribution ecosystem.