Last updated: October 2026
Quick answer: To analyse a gambling ad campaign, track it from impression to first deposit and judge it on cost per first-time depositor (CPFTD) and return on ad spend, not on clicks. Check click-through rate to judge the creative, registration and deposit rates to judge the funnel, and break every metric down by placement, GEO, device and creative before you cut or scale anything.
Spending the budget is the easy part. The money is made or lost in what you do with the numbers afterwards. This guide shows the metrics that matter for casino, sportsbook and lottery campaigns, how to read them together, and how to turn a report into clear next steps.
Set up tracking before you analyse anything
You can only analyse what you measured. Before launch, make sure three things are in place:
- Tagged links. Add UTM parameters to every ad URL. Google’s own guidance says you should always use utm_source, utm_medium and utm_campaign, or the traffic shows up as “(not set)” in reports (Google Analytics Help).
- Server-to-server (S2S) postbacks. Ask the operator or affiliate programme to fire a postback to your ad network or tracker for each registration and each first deposit. Pixel tracking alone misses conversions that happen in an app or on another device.
- Placement-level IDs. Pass the zone, site or sub-ID in the URL so you can see which placements bring depositors and which only bring clicks.
On the CliqBetter iGaming ad network you can pass these values as macros in the destination URL, so every conversion is tied back to a source.
The metrics that matter for gambling campaigns
| Metric | What it tells you | Where to find it |
|---|---|---|
| Impressions and reach | Whether you are buying enough volume in the right GEO | Ad network stats |
| CTR (click-through rate) | How well the creative grabs attention | Ad network stats |
| Landing page conversion rate | How many visitors start registration | Tracker or analytics |
| Registration rate | How many visitors create an account | Postback data |
| Registration-to-FTD rate | How many registrants make a first deposit | Postback data |
| CPA / CPFTD | What each depositing player costs | Spend divided by FTDs |
| ROAS or ROI | Whether the campaign makes money over time | Operator revenue data |
CTR shows creative strength, not profit
A high CTR means people notice the ad. It does not mean they will deposit. Curiosity-bait creatives often win on CTR and lose on deposits. Use CTR to compare creatives within the same placement, and use deposits to decide what to keep.
Registration and deposit rates show audience quality
Gambling funnels usually have two conversion steps: registration and first deposit. Read them together:
- High registrations, low deposits: the message attracts people who are curious but not ready to play. The offer may be over-promised, or the audience is too broad. Make the creative clearer about what the product is and who it is for.
- Low registrations, decent deposits: the people who do register are good players, but the landing page loses too many. Shorten the form, make the bonus terms clear, and test page speed on mobile.
- Low on both: check targeting first (GEO, language, device), then the offer.
CPFTD and ROAS show whether to scale
Cost per first-time depositor is the number most operators and affiliates negotiate on. Compare it with your target or the CPA you are paid. For revenue-share deals, look at ROAS over a longer window, because player value builds over weeks, not days.
Illustrative example: a campaign spends 2,000 USD and produces 40 first deposits. CPFTD is 2,000 ÷ 40 = 50 USD. If your agreed CPA is 70 USD, the campaign is profitable at that cost, and you can test scaling. If the CPA is 45 USD, you need to cut weak placements before adding budget.
Break the data down before making decisions
Totals hide the truth. Always split results by:
- Placement or source ID. A few placements usually drive most deposits. Block placements that have spent several times your target CPA without a deposit.
- GEO and region. Costs and deposit rates differ a lot between countries, and even between cities.
- Device and OS. Android and iOS users can behave very differently, especially for app installs.
- Creative. Rotate at least three to five creatives and pause the losers once each has enough data.
- Time of day and event. Sportsbook traffic often spikes around big matches. See our guides to Premier League and Champions League campaigns.
A simple weekly review routine
- Pull spend, clicks, registrations and FTDs by placement for the last 7 days.
- Flag placements that spent more than two to three times your target CPA with no FTD, and block them.
- Compare creatives by cost per FTD, not CTR. Pause the bottom third and add new variations.
- Raise bids on placements that convert below target CPA, a little at a time.
- Check with the operator that their numbers match yours. Large gaps usually mean a broken postback.
- Write down what you changed, so next week’s results can be tied to a cause.
Mistakes to avoid
- Judging too early. A placement with 20 clicks tells you nothing. Wait for enough spend to compare with your CPA.
- Optimising for CTR. It rewards clickbait and hurts deposit rates.
- Ignoring compliance signals. Complaints, chargebacks or traffic from GEOs where the brand is not licensed can cost the whole account. Only target regions where the operator is allowed to advertise.
- Mixing campaigns in one link. Without separate UTM and sub-IDs you cannot tell which campaign worked.
- Not checking player quality. Ask the operator for retention or second-deposit data, especially on revenue share deals.
Turning results into the next campaign
Good analysis feeds the next brief. Keep a simple log of winning GEOs, placements, formats and creative angles. Use it to plan new tests, such as moving a winning creative from push notification ads to pop or native formats, or improving the landing page that loses most players. Before you launch, make sure you understand your target audience so the numbers you analyse come from the right people.
Frequently asked questions
There is no single good CTR because it depends on the format, GEO and placement. Push and pop formats behave very differently. Compare CTR between creatives in the same placement, and judge the campaign on cost per first deposit instead.
CPFTD means cost per first-time depositor. It is your total spend divided by the number of players who made their first deposit. It is the most common way to judge whether a gambling campaign is profitable.
Give each placement and creative enough spend to compare with your target CPA, usually at least two to three times that amount. Judging after a few clicks leads to cutting placements that might have converted.
Small gaps are normal because of time zones and attribution windows. Large gaps usually mean a broken or missing postback, so test the tracking link and postback URL with the operator.
You need your ad network statistics, a tracker or analytics tool with UTM tags, and server-to-server postbacks from the operator for registrations and first deposits.
Get help with your next campaign
CliqBetter gives you placement-level stats, S2S postback support and iGaming-ready traffic in push, pop, native and display formats. Book a demo and we will help you set up tracking from day one.