Risks and mitigations

Summary

Top structural risks and how the product design mitigates each.

Built from

• mvp-scope
• couples-first
• ai-not-community
• no-medical-advice
• retention-past-birth
• motivation-is-ritual
• journal-encryption

Body

Risk	Why it's real	Our mitigation
CAC recovery fails in 9-month window	Pregnancy-only apps churn hard	retention-past-birth — own the full lifecycle; postpartum + parenting extend LTV
Content commoditized by ChatGPT	Anyone can ask Claude for pregnancy info	couples-first — the couple's own longitudinal data is the moat; personalization > content depth
Medical liability	Bad advice can hurt babies	no-medical-advice — hard refusal on red-flag categories; doctor referral; every response has not-medical footer
Journaling has bad retention	Solo journaling requires self-motivation	motivation-is-ritual — weekly couple ritual is the mechanic; partner presence is the accountability
Trust broken by privacy incident	Mozilla flagged What to Expect for data-share practices	journal-encryption — envelope encryption; transparent audit log; DPDP compliant
India community-first plays keep dying	Momspresso, TinyStep, BabyChakra all struggled	ai-not-community — subscription-first, no UGC, no marketplace
Free content (BabyCenter, WTE) is hard to compete with	They have massive libraries	We compete on tone + couples-first + Indian-context — not on content quantity
Sales cycle for B2B2C too long	Enterprise India tech = 6–9 months	Phase 4+; not our Year-1 bet
Founders' personal ambivalence about kids	Might kill motivation mid-build	Personal gate ADR at end of Phase 2 — must sign "we build this either way"
Regulatory (DPDP + medical device rules)	India regulation still shaping	We never claim to be a medical device; we never claim to diagnose; data resides in-region (asia-south1)

Last refresh

2026-07-27

Sources

• (synthesis)