Source and Period
Supermom Pulse listening across Supermom Mom communities in Singapore: 711,827 community messages from 1 January to 15 October 2026.
Organic Versus Affiliate and Promotional
Messages carrying Shopee, Lazada, or TikTok links, and messages in deal and marketplace channels, are treated as affiliate and promotional content. Everything else is organic Mom conversation. Organic counts are deduplicated by message text.
Volume Base
5,124 distinct organic messages match formula or brand terms, or pair a C-section term with a feeding term. Affiliate and promotional content adds 4,757 matching posts (about 1,700 distinct texts). These posts are counted for volume, reach, and brand share only. They are excluded from tone coding, theme analysis, and story cards. Creator-recruitment posts are excluded from all counts.
Coding Sample
473 messages were extracted and hand-coded for tone: every organic C-section and feeding message, its surrounding thread where the C-section milk claim was debated, all substantive organic messages on the brands behind the C-section milks, and a fixed sample of other brands. Brand and theme tags are rule-based; tone is analyst judgement on the Mom's stance toward the milk or experience.
Birth-Mode Comparison
Every distinct organic message from 1 January to 15 October 2026 mentioning a C-section (1,615) was compared with messages about natural or induced birth (1,774), using rule-based topic tags. This base is broader than the formula base above, so the two are reported separately.
Mindset Profiles
Profiles come from a close read of every organic message linking C-section birth with a child’s health, feeding, formula, or a C-section milk, from January 2025 to October 2026. A profile is only reported where several independent messages support it. Advocacy-style posts were excluded. Sender data was not read, so profiles describe messages, not counted people.
Privacy and Anonymisation
Quotes are reproduced as written, including spelling and emoji, with brand and product names replaced by [Brand] or [C-section milk]. Brands are not named. No sender data was read, and no personal information is published.
Caveats
The C-section formula base is small, and the two profiles that engage with C-section milk rest on around 9 messages each, so treat them as directional. Advocacy-pattern flags indicate templated language, not confirmed seeding.
Keyword Approach
Keywords covered formula and growing-up milk terms, C-section terms and their spelling variants (for example csect, csec, LSCS, and EMCS), stage terms, every major formula brand and sub-range sold in Singapore, and the themes Moms use when they talk about milk.