WhatRunsIndiaThe WhatRunsIndia blog
Straight answers on product photos, ad creatives and selling on Meta, written for Indian brands that run their own catalog.
- 5 Nov 2026 · 3 min read
Agency vs in-house designer vs AI: what ad creatives really cost in India
For a small Indian D2C brand, a creative agency typically costs ₹40,000 to ₹1.5 lakh a month, an in-house designer ₹35,000 to ₹70,000 a month plus shoots, and AI creative tools a small fraction of either. The right choice depends on how many new creatives you need each month and who owns brand direction.
CostsCreative productionGrowth - 5 Nov 2026 · 3 min read
What to check before an AI product photo goes live
Before publishing an AI product photo, compare it with the real product at full size: colour, print and pattern, logos and text, shape and proportions, hardware like buttons and zips, and anything that was added or removed. Then check the person and scene for hands, faces and physics. If the product changed, reject it.
AI photoshootsQualityHow it works - 5 Nov 2026 · 3 min read
Seven myths about AI product photography, and what it really does
AI product photography does not invent fake products, replace your brand judgement or only work for big brands. It redraws your real product in new scenes and on models from a photo you already have. It does well on most apparel, beauty, jewellery and home products, and still needs a person to check accuracy before anything goes live.
AI photoshootsHow it worksMyths - 5 Nov 2026 · 3 min read
Why your Meta catalog ads get scrolled past, and how to fix them
Meta catalog ads (also called dynamic product ads) usually get ignored because they show plain packshots on white backgrounds that look like a marketplace listing, not a post. Swapping in on-model or lifestyle images for your best sellers, keeping prices visible and refreshing images regularly makes the biggest difference.
Meta catalogDynamic adsShopify - 5 Nov 2026 · 3 min read
What a catalog photoshoot really costs an Indian D2C brand in 2026
A 40-style catalog shoot in an Indian metro usually lands between ₹1 lakh and ₹1.5 lakh once studio, models, styling, retouching and reshoots are counted, or roughly ₹400 to ₹600 a usable photo. AI shoots from your existing product photos cost a small fraction of that and finish the same day.
Product photographyCostsShopify - 5 Nov 2026 · 3 min read
Stop testing button colours: test creative concepts instead
Small Meta budgets cannot detect the tiny differences between button colours or font tweaks. Test big, different creative concepts instead, such as a new scene, person, angle or offer, because those produce differences large enough to measure. Once a concept wins, make variations of it.
Creative testingMeta adsGrowth - 5 Nov 2026 · 2 min read
The festive and sale ad calendar for Indian D2C brands, November to March
After Diwali, Indian D2C brands still have the wedding season, end-of-season sales, Christmas and New Year, Republic Day sales, Valentine's Day and Holi to plan for. Build creatives two to three weeks before each one so ads have time to learn before the peak.
SeasonalPlanningMeta ads - 5 Nov 2026 · 3 min read
How to run a 50-variation creative test on a small Meta budget
Do not launch 50 ads at once. Start with 5 concepts, let the best one or two emerge over a week, then build 10 to 20 variations of each winner and test those in rounds. Fifty variations are the result of a structured process, not a single launch, and that is what makes them affordable on a small budget.
Creative testingMeta adsPlaybook - 5 Nov 2026 · 3 min read
Flat-lay vs on-model photos for Indian clothing listings
On-model photos usually sell clothing better because shoppers can see fit, drape and length on a body, which also reduces size-related returns. Flat-lays still earn a place for showing the full print, details and what comes in a set. Most apparel listings work best with one on-model hero image followed by a flat-lay and close-ups.
ApparelProduct photographyShopify - 5 Nov 2026 · 3 min read
Lo-fi vs polished ad creatives on Meta: what works for Indian D2C brands
Neither style wins on its own. Lo-fi, phone-shot creatives tend to earn attention and trust in the feed, while polished creatives do better at showing quality, price and detail. Most Indian D2C brands get the best results by running both against the same product and letting cost per purchase decide.
Meta adsCreative strategyReels - 5 Nov 2026 · 2 min read
Mannequin to on-model: how AI product photos work, and where they go wrong
AI on-model photos take your mannequin, flat-lay or hanger photo and place the same garment on a generated model. They work well for most apparel when the input is sharp and evenly lit, and go wrong on tiny prints, sheer fabrics and products that get merged or redrawn, which is why every output should be checked against the original.
AI photoshootsApparelHow it works - 5 Nov 2026 · 2 min read
Creative fatigue on Meta ads: how many new creatives a Shopify brand needs each month
Most small D2C brands on Meta need somewhere around 10 to 30 fresh ad creatives a month to keep costs from creeping up as audiences tire of the same images. The practical rule is to watch frequency and cost per purchase, and swap in new creatives for any product whose ad has run for two to three weeks without a refresh.
Meta adsCreative testingGrowth - 5 Nov 2026 · 3 min read
How Meta's Advantage+ campaigns use your creatives, and what to feed them
Advantage+ campaigns hand targeting and much of the delivery to Meta's system, so the creatives you supply become the main lever you control. Give the system several genuinely different creatives per product, in the right sizes for feed and story, and refresh them regularly instead of tweaking audiences.
Meta adsAdvantage+Creative strategy - 5 Nov 2026 · 3 min read
How the background of a product photo changes what shoppers expect
A product photo's background tells shoppers the price, the occasion and who the product is for before they read a word. A marble surface signals premium, a sunlit courtyard signals festive and traditional, and a plain white sweep signals catalog. Choosing backgrounds on purpose makes the same product feel right for the buyer you want.
Product photographyCreative strategyPsychology - 5 Nov 2026 · 3 min read
A lean Shopify tech stack for a small Indian D2C team
A 2 to 5 person Indian D2C team on Shopify needs only a handful of tools: payments (such as Razorpay), shipping (such as Shiprocket), the Meta sales channel for ads and catalog, a WhatsApp and email tool for retention, and a way to make product images and ad creatives without a shoot. Add more only when a real bottleneck appears.
ShopifyOperationsGrowth - 5 Nov 2026 · 2 min read
From Shopify product to Meta catalog ad: a 15-minute workflow for small teams
Connect your Shopify store to a Meta commerce catalog, make lifestyle images for each product, and run them as catalog ads so every product gets its own ad automatically. With the store already connected, a small team can go from a new product listing to a live catalog ad in about 15 minutes.
ShopifyMeta catalogWorkflow - 5 Nov 2026 · 3 min read
UGC vs AI product photos: where each one wins
User-generated content wins on trust and social proof because it shows real customers with your product. AI product photos win on control, speed and coverage, giving every product clean on-model and lifestyle images on demand. Most Indian D2C brands should use AI for catalog and ad volume and UGC for proof and retargeting.
UGCAI photoshootsCreative strategy