Angles worth testing
Real room, real scale
Hypothesis: Showing the product in a typical Indian apartment with dimensions on screen will lift conversion and reduce size-related returns.
- This 4 ft console in a 2BHK living room. Dimensions on screen.
- How big is a 60 cm planter, really? Here it is next to a sofa.
- Filmed in a rented flat, not a studio.
Renter-friendly
Hypothesis: Highlighting no-drill, removable and portable decor will win renters, a large share of metro buyers who avoid permanent changes.
- No drilling, no damage to the deposit. Peel-off wall shelves.
- Decor that comes with you when you shift flats.
- Change the look of your rented room in an afternoon.
Handmade and craft
Hypothesis: Naming the craft and region (Channapatna, blue pottery, dhokra) will justify a higher price than generic decor.
- Jaipur blue pottery, glazed and fired by hand.
- Channapatna toys and decor, coloured with lacquer.
- Dhokra metal craft from Bastar. Each piece is slightly different.
Room makeover
Hypothesis: A short makeover video of one corner using three or four products will raise AOV compared with single-product ads.
- One balcony, four products, one Saturday.
- We redid a reading corner for under ₹6,000. Full list in the caption.
- A puja corner setup for a small apartment.
Safe delivery and packaging
Hypothesis: Showing the packaging and damage replacement policy will lift first-time purchases of fragile items.
- How we pack ceramics so they reach you in one piece.
- Arrived damaged? Send a photo and we replace it.
- Watch our drop test on a packed vase.
Formats
- Room tour Reels
- Shows products in context and at scale. Works well for makeover angles.
- Catalogue retargeting
- Decor buyers browse many items over days. Dynamic ads bring back the exact pieces viewed.
- Shop-the-look carousel
- One room, one card per product. Encourages multi-item orders.
- Dimension-forward static
- A clean product photo with dimensions and a human or furniture reference cuts size returns.
Policy watch-outs
Material and craft claims
Words like 'solid wood', 'handmade' or 'pure brass' need to be accurate under the ASCI Code. If it is engineered wood or brass-plated, say so.
ASCI Code for Self-Regulation of Advertising ContentProduct page declarations
Legal Metrology (Packaged Commodities) Rules require e-commerce listings for packaged goods to show declarations such as MRP, dimensions or net quantity where relevant, and country of origin. Check the page your ad links to.
Department of Consumer Affairs: Legal Metrology (Packaged Commodities) RulesFake urgency and hidden charges
The 2023 dark patterns guidelines prohibit false urgency and drip pricing. Show shipping and assembly charges early, and use sale deadlines only when real.
Department of Consumer Affairs: Guidelines for Prevention and Regulation of Dark Patterns, 2023Creator room tours
Paid home tours by creators need a visible 'Ad', 'Sponsored' or 'Collaboration' label under ASCI's influencer guidelines, including gifted products shown in exchange for content.
ASCI guidelines for influencer advertising
Seasonal calendar
| When | Moment | Ad idea |
|---|---|---|
| August to September | Ganesh Chaturthi | Mandap and decor for home pujas in Maharashtra, Karnataka and Andhra Pradesh, in local languages. |
| August to September | Onam | Pookalam accessories, brass lamps and traditional decor for Kerala homes. |
| October to November | Diwali | Lights, diyas, torans and home refresh pieces. Plan delivery cut-off dates and state them clearly. |
| November to February | Wedding season | Gifting decor for newlyweds and housewarmings with gift-wrap options. |
| March to April | Gudi Padwa and Ugadi | New year home refresh and housewarming gifts in Marathi, Kannada and Telugu markets. |
A testing plan
- Write a hypothesis per ad, for example 'showing dimensions next to a sofa will lift conversion and reduce size returns'.
- Launch concepts that differ in angle or format: room tour, renter-friendly static, craft story, makeover carousel. Do not count colour variants of one product as separate concepts.
- Give each concept 2× target CPA and 3 days. Kill ads with zero purchases at 2× target CPA.
- Track damage, returns and RTO by ad. Fragile and bulky items cost far more to bring back, so a cheap-CPA ad can lose money once returns land.
- Iterate winners one variable at a time and judge on contribution after shipping, COD, RTO, damage replacements and GST.
Worked example: breakeven ROAS
Illustrative assumptions, not benchmarks. Replace with your own numbers. 18% GST is used as a general rate for furniture and decor. Many handicrafts and some furnishings moved to 5% or 12% in the September 2025 GST changes, so check your HSN code.
Breakeven ROAS in Ads Manager
2.78×
Below this, every order the platform reports costs you money. Breakeven cost per purchase: ₹899.
- Target ROAS for 10% margin
- 3.55×
- Target cost per purchase
- ₹705
- Shortcut “1 ÷ margin”
- 2.24×
- Orders actually delivered
- 91.9%
Where an order’s money goes
- Product cost₹919
- Shipping + packaging₹85
- RTO losses₹4
- COD + gateway fees₹39
- Left for ads and profit₹899
- Per order placed, out of ₹1,946 realised revenue after GST and RTO.
Questions
- How do I reduce returns on decor ordered from Meta ads?
- Show size against common objects, state dimensions in the creative, use natural light so colours are accurate, and show your packaging. Track returns by ad to see which creatives cause them.
- Should I offer COD on fragile or bulky items?
- COD on fragile items carries both RTO and damage risk on the return trip. Many brands restrict COD above a price or weight threshold. Compare contribution per order with and without COD.
- Do catalogue ads work for home decor?
- They work well for retargeting, because decor buyers browse many items before buying. Pair them with creative-led ads for cold audiences.
- Which festivals matter most for decor brands?
- Diwali is the largest, but Ganesh Chaturthi, Onam, Durga Puja and regional new years drive strong demand in their regions. Use the local language for regional festivals.