ZILO Case Study: 7.9% Ad Recall Lift From a One-City YouTube Plan
Mumbai fashion app ZILO paired frequency-led YouTube Video reach campaigns with Demand Gen and got a 3x Search Lift. Here is what it ran, our rupee maths and the setup to copy.


Mumbai fashion app ZILO paired frequency-led YouTube Video reach campaigns with Demand Gen and got a 3x Search Lift. Here is what it ran, our rupee maths and the setup to copy.

01ZILO, a Mumbai fashion quick-commerce app, ran YouTube Video reach campaigns and Demand Gen in one city and recorded a 3x relative Search Lift, per Google.
02Google reported a 7.9% absolute Brand Lift in ad recall for ZILO, and CEO Padmakumar Pal cited a 10.6% surge in Share of Search.
03Google Ads target frequency lets advertisers set 2 to 7 views per week or 4 to 12 per month, and Google recommends a weekly target of 3.
04Google Brand Lift needs at least $5,000 over 10 days for one question in India, so smaller brands should track branded search in Search Console instead.
Three times. That is how much more likely people who saw ZILO’s YouTube ads were to search for the brand, according to a Google case study published this year. ZILO, a Mumbai fashion app that promises delivery within 60 minutes, got there with one city, two campaign types and a frequency target. This ZILO case study breaks down what it ran, what the numbers mean in rupees, and the parts a smaller Indian brand can copy this month.

ZILO ran two layers in Mumbai only. Video reach campaigns with bumper and non-skippable ads built repeated exposure so people remembered the name. Demand Gen campaigns then went after high-intent shopper cohorts to turn that memory into app installs and orders. Google lists the primary objective as online sales.
The challenge, as Google’s write-up frames it, was ad fatigue in a crowded regional market and the need to reach new urban audiences. ZILO is fighting for the same Mumbai phone screens as big fashion marketplaces and every quick-commerce app.
Context matters here. ZILO was founded by Padmakumar Pal (co-founder and CEO) and Bhavik Jhaveri (co-founder and CIO), both ex-Flipkart and Myntra. In early 2026 it raised $15.3 million in a Series A led by Peak XV Partners, about ₹140 crore as YourStory reported it, to expand beyond Mumbai. It lists more than 200 fashion brands, with home trials and instant returns.
A 7.9% absolute ad recall lift means that, in Google’s survey, 7.9 more people in every 100 exposed users remembered the ad than in an unexposed control group. The 3x relative Search Lift means exposed users searched for ZILO three times as often as similar people who did not see the ads.
Absolute and relative lifts are not the same thing, and agency decks blur them all the time. Absolute is percentage points. Relative is a multiple of the baseline. A 3x relative lift on a tiny baseline can still be a modest number of searches.
We translated the recall figure into people. These are illustrations of the percentage, not ZILO’s actual reach, which Google did not publish.
| People reached | Extra people who recall the ad (7.9 points) |
|---|---|
| 1 lakh | 7,900 |
| 5 lakh | 39,500 |
| 10 lakh | 79,000 |
| 25 lakh | 1,97,500 |
For a single-city app, 39,500 extra people who now know your name is a pool your Demand Gen and Search campaigns can work on. That is the whole logic of ZILO’s plan.
Buy memory first, then buy the click. A city brand that skips the first step pays for it in every CPC.
A quick-commerce brand can only sell where it delivers, so every impression outside its delivery zone is wasted. Concentrating budget on one city lets a modest spend hit each target viewer several times a week, which is what recall needs. A national plan with the same money spreads too thin to be remembered anywhere.
Pal put the result in one line in the case study: YouTube’s combined video strategy “redefined our growth strategy.” He credits coupling high-frequency reach formats with Demand Gen for the Share of Search jump.
Investors are betting on the same city-by-city behaviour. Kriti Gupta, Vice President at Peak XV Partners, said in the funding announcement reported by YourStory that Indian customer preferences “are evolving quickly”. Speed is the product. The ads have to make that promise memorable in the exact postcodes where it is true.

In Google Ads, create a Video campaign with the objective “YouTube reach, views, and engagements”, choose the Video reach subtype, then pick Target frequency. Set a weekly target between 2 and 7, or a monthly target between 4 and 12. Run it at least 7 days; Google says flights of 2 to 4 weeks work best.
We followed Google’s current help pages, checked on 12 November 2026. Here is the build for a single-city brand.
Watch out: target frequency campaigns allow one ad group, no shared budgets, no Google Video Partners and no content targeting by topic, keyword or placement. Plan your audiences before you build.
Budget equals people you want to reach, times weekly frequency, times weeks, divided by 1,000, times your CPM. Plug your own CPM from Reach Planner into that formula. The table below shows the maths at two example CPMs so you can see how fast cost scales.
Impressions needed = audience × 3 per week × 4 weeks. The CPMs of ₹60 and ₹120 are example inputs to show the arithmetic, not quotes. Your Mumbai or Pune CPM will differ, so check it in Google Ads under Tools > Planning > Reach Planner before you commit.
| Target audience | Impressions (4 weeks) | Cost at ₹60 CPM | Cost at ₹120 CPM |
|---|---|---|---|
| 1 lakh | 12 lakh | ₹72,000 | ₹1,44,000 |
| 3 lakh | 36 lakh | ₹2,16,000 | ₹4,32,000 |
| 5 lakh | 60 lakh | ₹3,60,000 | ₹7,20,000 |
Add 18% GST on Google Ads invoices when you budget. Then hold back a separate amount for Demand Gen; ZILO’s result came from running both, not reach alone.
Yes, roughly. Google’s Brand Lift needs a Google account representative and a minimum budget of $5,000 over 10 days for one question in India’s tier, about ₹4.7 lakh at ₹94 to the dollar. Smaller brands can track branded search in Search Console and Google Trends before, during and after the flight instead.
If you do qualify, the setup path is Campaigns > Experiments > Lift studies tab > plus button, then tick Brand lift. You can measure up to three metrics, such as ad recall, awareness and consideration. Google says a standard study completes in 3 to 14 days, and surveys take up to 48 hours to be approved.
Pro tip: for the cheap version, filter Search Console’s Performance report to queries containing your brand name and a city, then compare the four weeks before launch with the four weeks of the flight. Our guide to underused Search Console features shows the filters, and the GA4 dashboard build for D2C brands covers the app and web side.

Do not copy the confidence. This is a Google-published case study, so it is selected for success and checked by the seller of the media. It gives no spend, no flight dates, no CPMs and no orders or revenue. Recall and Share of Search are leading signals, not sales.
ZILO also had Series A money and an app category where a remembered name pays back quickly. A brand with one ₹1,500 product and thin margins may get more from Search and remarketing first. If your weekly budget cannot reach your core city audience three times, skip reach campaigns until it can.
Seasonality is the other trap. A lift measured during a festive month can flatter any plan. Compare like with like, and read our November core update tracker before blaming or crediting YouTube for any branded search swing this month.
ZILO’s plan is the right template for any brand that sells in a few cities: frequency-led video reach first, Demand Gen second, measured on branded search. We would copy the structure and the frequency target of 3 per week. We would not copy the claim that it scales nationally, because nothing in the case study proves that. Single-city D2C, quick-commerce and local service brands should test it; national brands on small budgets should ignore it.
ZILO is a Mumbai-based fashion quick-commerce app that promises delivery within 60 minutes from more than 200 brands. It raised $15.3 million in a Series A led by Peak XV Partners in early 2026.
Google reported a 3x relative Search Lift and a 7.9% absolute Brand Lift in ad recall. CEO Padmakumar Pal said Share of Search rose 10.6%.
Target frequency is a Video reach campaign option that optimises to show ads to the same people a set number of times. Weekly targets range from 2 to 7 and monthly targets from 4 to 12. It is not a frequency cap.
For India, Google lists a minimum of $5,000 over 10 days for one question, $10,000 for two and $20,000 for three, converted to account currency. Brand Lift also requires contacting a Google account representative.
Track branded search queries in Google Search Console and Google Trends for four weeks before, during and after the campaign. Compare equal periods and avoid festive-month distortions.




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