Why campaign management & roi matters in d2c & e-commerce brands
Most d2c & e-commerce brands run blanket campaigns to their entire base, measure open rate, and call it done. That's not campaign management — that's spray-and-pray. Modern campaign ROI in this category requires propensity-matched control groups, channel-aware send-time optimisation, and incrementality measurement at the SKU level.
In this category — Lenskart, boAt, Wakefit, Mamaearth, Cult.Fit, Sleepy Owl, The Souled Store, Bewakoof, SUGAR Cosmetics, Neeman's — how to attach a defensible ROI number to every campaign in this category. The brands that take this seriously protect margin, raise frequency, and quietly compound. The brands that don't spend the next five years chasing CAC.
The unit economics of d2c & e-commerce brands
D2C brands acquired customers cheaply on Meta + Google for 5 years. That arbitrage is gone. The brands that win the next 5 years will own a defensible first-party data + retention engine.
A realistic d2c & e-commerce brands retailer in India runs the following profile today:
Category benchmarks
- Visit frequency: 4-8 times a year
- Average order value (AOV): ₹900-3,500
- Contribution margin: 35-65%
- Top angle to operate on: subscription + replenishment cycle, post-purchase upsell windows, referral-loop optimisation, retention-driven LTV expansion
How leading d2c & e-commerce brands apply this
Across India, brands like Lenskart, boAt, Wakefit, Mamaearth, Cult.Fit, Sleepy Owl are at different points on this maturity curve. Some are still running a static points programme that nobody redeems. Others — usually the D2C-native operators — have invested in a real first-party data and engagement stack and are seeing it compound.
Fundle.ai works with retail brands and mall ecosystems across this exact category and ships AI-native loyalty + engagement + first-party data + retail-media monetisation as one connected platform — built for Indian retail, in India, on Indian POS and Indian channels (WhatsApp, RCS, Indian-language SMS).
The Fundle playbook for this category
- AI Loyalty Engine tuned to the d2c & e-commerce brands purchase cadence
- Real-time member identification at the POS (50+ pre-built Indian POS connectors)
- WhatsApp BSP (Meta-approved) for direct customer engagement at 97% open rate
- Automated propensity-matched control groups on every campaign — defensible ROI numbers
- Brand-side cohort intelligence: discover who your champions actually are
- Retail-media monetisation: turn your first-party data into a revenue line
KPIs we move on d2c & e-commerce brands deployments
- Incremental revenue per campaign (vs. matched control)
- Cost per qualified conversation
- Channel-mix optimisation
- Time-to-result per campaign
- Margin per ₹100 spent
A starting point
If you operate in this category and are running on a points programme nobody loves, a WhatsApp list nobody reads, and Meta + Google ads where the CAC keeps climbing — Fundle's strategy team will run a 60-minute audit of your current setup, free, and share back specific opportunities. No deck, no sales pitch.
Related resources
Looking for more? Open the Resource Compass (bottom-left icon) to browse playbooks by industry, brand or mall.