Industry playbook · Property & Commerce
For e-commerce and D2C teams, acquisition decisions need to account for product margin, fulfilment and repeat buying—not just platform-reported ROAS. We work across campaign structure, product pages and retention touchpoints.
How this page is built
Planning guidance based on the buying process, common campaign structures and regulation that applies to this sector. It is not a forecast. Validate every assumption against your own data.
The short answer
E-commerce marketing has to grow profitable orders, not just platform-attributed revenue. That means reading acquisition alongside product margin, fulfilment, returns and repeat purchase, then fixing the product page, checkout and retention journey that sit behind the ads.
Shoppers move between discovery, product comparison, checkout and repeat purchase. Match creative to the product page, reduce avoidable checkout friction and read ad performance alongside the store's order and margin data.
Signal to track
Blended customer acquisition cost and contribution margin
Signal to track
Product-page and checkout conversion rates
Signal to track
Repeat-purchase rate by cohort
Buyer journey
Click a stage to see the questions buyers ask, the content that answers them, the channels that fit, and the signal worth measuring. The stages are a planning model — validate them against your own sales conversations.
Stage 1 of 5
The shopper meets the brand through an ad, creator, search or feed.
What buyers ask
Content that answers
Channels
Signal to track
Hook rate, engaged sessions and cost per landing-page view.
Planning model, not a guaranteed funnel. Actual behaviour depends on your offer, market and sales process.
Discovery
Do I have this problem?
Market context
Three shifts that change how this sector should plan search, paid media and measurement. They are context, not excuses for skipping the basics.
Consent, privacy and cross-device behaviour mean no platform sees the full journey. Use platform data for optimisation, but judge the business on blended acquisition cost and contribution margin from your own order data.
Winning ads decay quicker than they did a few years ago. A testing calendar with clear hypotheses, enough variants and a weekly review matters more than one polished campaign.
More shoppers compare products through AI assistants and AI-generated summaries. Structured product data, clear specifications and review depth help your products get surfaced accurately.
Challenges and fixes
These are the recurring bottlenecks we see in audits and sales conversations. Fix the first one that matches your data before adding another channel.
Structured creative tests with clear hypotheses and review cadence
Measure: Blended customer acquisition cost and contribution margin
Product-page and checkout improvements based on analytics
Measure: Product-page and checkout conversion rates
Retention messaging across suitable email or WhatsApp journeys
Measure: Repeat-purchase rate by cohort
Channel fit
The matrix shows where each channel usually earns its place. Select a channel to see the reasoning. Ratings are planning guidance, not a promise of performance.
| Channel | Awareness | Consideration | Conversion | Retention |
|---|---|---|---|---|
| Strong fit | Strong fit | Strong fit | Supporting role | |
| Supporting role | Strong fit | Strong fit | Not a priority | |
| Supporting role | Strong fit | Supporting role | Supporting role | |
| Not a priority | Supporting role | Strong fit | Strong fit | |
| Strong fit | Supporting role | Supporting role | Supporting role | |
| Not a priority | Supporting role | Strong fit | Supporting role | |
| Supporting role | Strong fit | Strong fit | Not a priority |
Channel detail
Still the broadest discovery engine for most D2C brands. Creative volume, account structure and clean event data determine performance.
Start with one or two strong-fit channels. Adding more before the foundation is ready usually raises cost without improving lead quality.
90-day playbook
A practical sequence for the first three months. Timelines shift with approvals, content availability and how quickly your sales team can follow up. Nothing here depends on a guaranteed ranking or ROAS.
Output: Contribution-margin baseline and tracking fixes.
Output: Test-ready creative bank and improved PDPs.
Output: Campaigns judged on contribution, not ROAS alone.
Output: Higher repeat rate and a clearer allowable CAC.
Budget ranges
Indicative monthly ranges for management and typical activity. Media spend, production and software are usually separate. Every scope is quoted after a short discovery call.
₹50,000–₹1,50,000 / month
Best for: Brands doing early to mid-scale monthly revenue.
Most common starting point
₹1,50,000–₹4,00,000 / month
Best for: Brands with proven product-market fit and repeat demand.
₹4,00,000+ / month
Best for: Brands selling across several countries or catalogues.
Ranges are planning guidance, not a quote. Actual cost depends on scope, competition, market count, content production and the approvals your team needs. GST and platform spend are billed separately where applicable.
Budget planner
Move the slider to see an indicative monthly split and the activity that budget can support. This is a planning model, not a quote, a forecast or a promise of results.
Selected monthly budget
₹1L/ month
Indicative channel allocation
Activity this can support each month
Media spend is separate from production. Ranges exclude photography, video shoots, influencer fees and marketplace commissions.
Send this as a briefCompliance & trust
Regulated sectors need review before launch, not after a complaint. Work through the list with your compliance or legal adviser. Progress is saved in this browser only.
General guidance only, not legal advice. Requirements vary by country, regulator and business model. Confirm every claim and disclosure with your compliance team before publishing.
Common mistakes
Most of these show up before a campaign is even launched. Fixing them is usually cheaper than increasing the budget.
Add discounts, shipping, returns and payment fees before deciding a campaign is profitable. The platform number is a starting point, not the answer.
A single winning ad decays. Build a testing calendar with new hooks, formats and offers every week.
If the page does not answer fit, delivery and returns, the ad is subsidising a leak. Fix the page before increasing spend.
Constant discounts train customers to wait. Use bundles, loyalty and service to protect margin.
Retention determines allowable acquisition cost. Without cohort data, scaling decisions are guesses.
Services
Start with the constraint, not the channel list. These are the services most often relevant to this sector.
Related work
Delta Co · Delhi NCR
Scaling a D2C brand without scaling wasted spend
Illustrative case study. Results depend on the individual business.
+41%
Blended ROAS
Sahil Retail Group · Chandigarh
Winning the map pack in a crowded retail market
Illustrative case study. Results depend on the individual business.
3.1x
Map pack visibility
Common questions
The questions that come up most often in first conversations. If yours is not here, ask directly — we will tell you whether we are the right fit.
Ask a questionRelated industries
City guides
Services
Share your offer, audience and current acquisition funnel. We will discuss the buying journey and identify what is worth testing first — with no guaranteed outcomes.
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