Background — Pharma Company A

This mid-size pharma was stuck at 15% MAU. Insufficient platform content gave MRs no reason to log in. Limited offerings could not cover diverse product-line training needs, and low refresh rates created a "seen it all" perception.

Solution — Pharma Company A

Made a bold move: batch-uploaded ~40 product training courses in one month. Deliberately chose the rapid-growth (Type A) strategy. Leveraging the 107-company pattern that MAU surges when "reasons to log in" appear at once, product-by-product and drug-category content built a critical mass of relevance overnight.

Results — Pharma Company A

MAU surged from 15% to ~80% — a 5.3x increase. This precisely replicated the Type A rapid-growth pattern observed in 31 of 107 companies. However, 19 of those 31 (61%) saw MAU revert to pre-surge levels within 2 months, making post-surge retention design the critical factor.

15%→~80% MAU Change

5.3x Multiplier

~40 Bulk Content Upload

Insight — Pharma Company A

Content supply and MAU have a strong positive correlation. This observation is based on supply levels of 0–40 items; whether the effect saturates beyond a certain point or whether an optimal supply volume exists cannot be confirmed from current data. What matters is not the rise itself but what is designed after it — sustaining at least weekly follow-up content is the core retention strategy.

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