Every India iGaming operator has an opinion about which channel produces the cheapest FTDs. Very few have run the actual experiment. Most channel comparison discussions are based on vendor case studies where each vendor obviously claims their own channel wins, or on aggregate benchmarks that mix creative quality, brand strength, and seasonal timing so completely that the channel effect gets lost.
So we ran the experiment. Same creative on 6 channels. Same offer. Same landing page (with UTM tags to separate the sources). Same 30-day window. INR 50,000 budget per channel. Same brand, mid-Tier-2 India iGaming operator with cricket and casino verticals. Here's exactly what happened.
Headline result: WhatsApp reactivation delivered FTDs at INR 187, Telegram acquisition at INR 640, Meta at INR 1,180, YouTube Shorts at INR 1,340, Google Ads at INR 1,620, and Instagram organic reels last at INR 2,100. But when we ranked by deposit value per FTD and second-deposit rate, the order rearranged completely. The channel that wins on CPFTD is not the channel that wins on P&L.
The Experiment Setup
To make the comparison honest, we controlled for as many variables as we could:
- Same creative: a 30-second video featuring a cricket match-day scenario with a specific bonus offer. Same footage, same voiceover, same on-screen text
- Same offer: "Deposit INR 500, get INR 750 bonus + free bet on today's IPL match"
- Same landing page: one destination URL with UTM tags to separate the six sources (utm_source=meta / google / telegram / instagram / youtube / whatsapp)
- Same budget: INR 50,000 per channel (total INR 3L across the test)
- Same window: 30 consecutive days in April 2026 (IPL season, matched-week campaigns)
- Same brand: Tier 2 India iGaming operator, casino + cricket book, 8-month-old brand with mature product
What we did not control for: format-native optimisation. The same 30-second video ran as-is on all six channels. This means the test isolates the channel effect but understates the true ceiling of channels that would benefit from format-specific creative. A YouTube Short optimised for that format would probably beat what we saw. Same for Instagram Reels and Telegram video-post creative.
The Results
| Channel | FTDs | CPFTD | Avg deposit value | 2nd-deposit rate (D30) |
|---|---|---|---|---|
| WhatsApp reactivation | 267 | INR 187 | INR 1,510 | 51% |
| Telegram (channel + tipster) | 78 | INR 640 | INR 2,180 | 38% |
| Meta Ads | 42 | INR 1,180 | INR 2,610 | 32% |
| YouTube Shorts | 37 | INR 1,340 | INR 1,970 | 29% |
| Google Ads (Search) | 30 | INR 1,620 | INR 3,240 | 44% |
| Instagram organic Reels | 23 | INR 2,100 | INR 1,340 | 21% |
Ranked by CPFTD — WhatsApp and Telegram Dominate
WhatsApp reactivation at INR 187 wins the CPFTD ranking, but with an asterisk: it targets existing opted-in players who had already deposited on the brand. It is not really a comparable acquisition channel. The bigger surprise is Telegram at INR 640 — the channel most Indian iGaming brands under-invest in beat Meta by 45 percent on cost per acquisition.
Why Telegram beat Meta on this test: creative that worked on Telegram (cricket-themed short video with a specific match-day bonus) landed inside a community context where the audience was already primed to bet on cricket. Meta's algorithm had to hunt for cricket-affinity audiences from cold; Telegram delivered to audiences who had already self-selected into cricket-content channels.
Ranked by Deposit Value per FTD — Google Wins
When you rank by deposit value per FTD, the ordering flips. Google Ads delivered players who deposited INR 3,240 on average — 24 percent more than Meta, 49 percent more than Telegram, and 141 percent more than Instagram organic. This is the intent effect showing up in the numbers: players searching Google for "best cricket betting app India" arrive with deposit intent already formed and typically deposit more than players who saw a match-day reel.
Meta came second on deposit value at INR 2,610, followed by Telegram at INR 2,180, YouTube Shorts at INR 1,970, WhatsApp at INR 1,510, and Instagram organic at INR 1,340. The Google-vs-Telegram gap (INR 3,240 vs INR 2,180) is real and repeatable — we see it across most India iGaming brand books.
Ranked by Retention — WhatsApp Wins Structurally
Second-deposit rate at Day 30 is the most important number for lifetime value. WhatsApp's 51 percent is expected because those players were already depositors. Among acquisition channels, Google leads at 44 percent — again the intent effect showing up. Telegram at 38 percent, Meta at 32 percent, YouTube Shorts at 29 percent, Instagram organic dead last at 21 percent.
The Google-vs-Meta gap here (44 vs 32) is significant. If Meta gets you 100 players at INR 1,180 each and 32 come back, effective cost per retained depositor is INR 3,690. If Google gets you 100 players at INR 1,620 each and 44 come back, effective cost per retained depositor is INR 3,682. Google looks 37 percent more expensive on CPFTD but ties on cost per retained depositor. Once you factor in the higher deposit value, Google actually wins on P&L.
The Combined P&L Ranking (What Actually Matters)
Multiplying deposit value by retention gives an approximation of first-month player value per FTD. This is closer to the real P&L number than CPFTD alone.
| Channel | CPFTD | Avg Dep × D30 Retention (proxy value) | Approx ROI |
|---|---|---|---|
| WhatsApp reactivation | INR 187 | INR 770 | 4.12x |
| Google Ads | INR 1,620 | INR 1,426 | 0.88x |
| Telegram | INR 640 | INR 828 | 1.29x |
| Meta Ads | INR 1,180 | INR 835 | 0.71x |
| YouTube Shorts | INR 1,340 | INR 571 | 0.43x |
| Instagram organic | INR 2,100 | INR 281 | 0.13x |
Note this is a first-month proxy, not a lifetime value calculation. Real LTV extends across months and gets pushed up further by retention infrastructure. But even at the 30-day horizon, WhatsApp is more than 4x return, Telegram is above 1x, and Instagram organic loses money at the 30-day mark.
Six Lessons From the Test
1. WhatsApp is a category unto itself and should be ranked separately
Comparing WhatsApp reactivation to acquisition channels is misleading. WhatsApp targets already-acquired players; it does not create them. In your P&L, retention channels belong on the retention line, not the acquisition line. Detail in our WhatsApp and SMS service.
2. Telegram is dramatically underused
INR 640 CPFTD with 38 percent retention is the second-strongest acquisition number in the test. Most Tier 2 and 3 India iGaming brands treat Telegram as a nice-to-have. This is a mistake. Detail in our Telegram marketing playbook.
3. CPFTD alone lies
Ranking channels only by CPFTD would tell you Instagram organic beats Google Ads. The retention and deposit-value numbers say the opposite. Anyone reporting CPFTD without retention economics is measuring one dimension of a two-dimensional problem.
4. Meta's lookalike-based acquisition needed more time
30 days on INR 50,000 was borderline for Meta's algorithm to find efficient audience segments. The channel probably would have improved another 15 to 25 percent at 60 days with the same budget. We ran the same length on every channel for fairness, but this is a systematic disadvantage for Meta in this test format.
5. Format-native creative would have changed the rankings
Instagram organic Reels finished last in this test partly because the 30-second landscape video did not fit the format. A vertical, punchy, in-format Reel would probably have doubled its output. Same for YouTube Shorts.
6. Google Ads deserves more budget than most brands give it
Google delivered fewer FTDs than Meta but produced players who deposited more and returned more. In a P&L-optimised budget mix, Google should absorb 15 to 25 percent of the paid acquisition budget, not the 5 to 10 percent most Tier 2 India iGaming brands currently allocate.
The Practical Read
A brand rebuilding its acquisition mix based on this data would: keep Meta as the top-of-funnel volume engine at 40 to 50 percent of paid budget, elevate Google to 15 to 20 percent for the LTV lift, elevate Telegram to 15 to 20 percent for the CPFTD win, invest heavily in the WhatsApp retention layer that catches all of it, and reduce Instagram organic to a top-of-funnel branding role rather than an acquisition channel. Full channel-mix framework in our channels comparison.
If you want us to run a similar controlled test on your brand's actual creative, offer, and product, that conversation starts at the contact page.