Marketing
Facebook says your campaign is ROAS 4. Your bank balance says otherwise. Marketing in CODBrain tracks ad spend end-to-end: from ad click to confirmed order to delivered order to paid order — with returns netted out. The number you make decisions on is the number that actually matters. Sellers on the true-profit ROAS view routinely cut 30-60% of their spend because campaigns that "looked profitable" turned out to be losing money after returns + delivery costs.
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What this module does
- Multi-channel ad spend aggregation — Facebook, TikTok, Google, influencers, WhatsApp.
- Attribution from ad spend to actual delivered profit (not just click-through).
- Per-campaign, per-ad-set, per-ad-creative ROAS — but calculated on true profit, not vanity revenue.
- Winner detection — the ad spend patterns that consistently deliver profit.
- A/B test framework with statistical confidence — no more "the graph looks like it's winning".
- Cross-channel budget optimizer — CODBrain suggests where the next $ delivers the most profit.
Key features
How this changes your business
Sellers who move to true-profit ROAS almost universally find 30–60% of their spend was on campaigns that looked profitable but actually lost money after returns + delivery costs. Cutting them is instant margin.
Once you can identify true winners with confidence, you scale them aggressively. Competitors running blind can't match the bid pressure — you win the auction economics.
Facebook's reporting shows you 7-day post-click revenue. It doesn't show the 40% of those orders that RTO'd. CODBrain does — and that's the number to optimise for.
Weekly campaign digest email = your Monday-morning review in 5 minutes instead of 90 spent piecing together data from 3 platforms.
Getting started
- 1Connect your Facebook Ads account (Settings → Marketing → Facebook OAuth).
- 2Tag your ads with a UTM pattern CODBrain can parse (or use the auto-tag helper).
- 3Wait 2 weeks for enough delivered orders to attribute back.
- 4Review the true-profit ROAS report. Kill the losers. Scale the winners.
- 5Calculate break-even ROAS per product and set it as the bid floor.
- 6Tag your creatives so you can see which hooks win consistently.
- 7Run an A/B test on your top campaign — the one with the biggest budget deserves the most rigour.
- 8Set a weekly review cadence (Monday morning) and use the digest email as your agenda.
Common mistakes to avoid
- Trusting Facebook's ROAS. It shows revenue that has NOT been delivered yet, doesn't know about RTO, and is optimistic by 30-50%.
- Scaling too fast. Doubling budget in a day breaks confirmation + delivery capacity — RTO explodes.
- Not tagging creatives. You end up with 40 ads and no way to tell which hook is winning.
- Attributing orders by first-touch UTM only. Multi-touch attribution in COD is a mess — use phone match as a fallback.
Advanced tips
- Never scale a campaign to more than 2× its current budget in a single day. Delivery capacity, confirmation team, stock are all real constraints.
- The break-even ROAS per product is your true bid floor. Set it in Facebook Ads Manager to auto-pause any ad that goes below.
- A/B test hooks (first 3 seconds of video), not products. Product is the fixed variable; hook is what moves ROAS.
- Watch for audience overlap. Two ad sets competing for the same 500K people = paying twice for the same clicks.
Never scale a campaign to more than 2× its current budget in a single day. In COD, delivery capacity + confirmation team + stock are all real constraints. Scaling too fast breaks operations and RTO explodes. Grow spend by 30% per day maximum and monitor delivery-success daily as you scale.
Go to the module
These links open the actual module inside CODBrain — sign in first.
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