The post-iOS 14 attribution crisis
April 2021 broke Meta's attribution. App Tracking Transparency (ATT) made it impossible for Meta to track iOS users across apps and websites the way it used to. Meta's response was a combination of statistical modeling, the Conversions API (CAPI), and aggressive default attribution windows. The net effect: Meta's reported ROAS now overstates reality by 30-50% on average for direct-to-consumer brands.
If you're allocating budget based on Meta's in-platform reports, you are systematically over-investing in lower-funnel retargeting and under-investing in upper-funnel prospecting. A proper Meta Ads dashboard [blocked] fixes this by reconciling platform-reported conversions with your actual order data.
The six metrics that actually drive Meta Ads decisions
1. True ROAS (verified)
Not what Meta says. Meta-reported revenue divided by Meta spend, then multiplied by your verified attribution rate. The verified rate comes from comparing Meta's claimed conversions to what your store data actually shows for those same time windows. For most brands the verified rate is 0.55-0.75.
2. CPA by campaign
For prospecting campaigns specifically. Retargeting campaigns will always look great because they're harvesting demand created elsewhere. Prospecting CPA is the truer measure of new customer acquisition efficiency.
3. Frequency by audience
When frequency on a single audience exceeds 3.5-4 in a week, performance degrades sharply. A good dashboard alerts you to creative fatigue before CPA explodes, not after.
4. Creative performance benchmarks
Most brands have one or two creative formats that work and ten that don't. A real dashboard ranks creatives by spend-weighted profit contribution and shows you which ones to scale, kill, or iterate on.
5. Branded vs. prospecting split
If 60% of your Meta spend is on retargeting your own warm audiences, you're not actually growing — you're harvesting. Healthy growth-stage businesses run a 70/30 prospecting-to-retargeting split.
6. Cohort LTV by acquisition campaign
The single most important Meta metric and the hardest to compute manually. For each prospecting campaign, what's the 90-day repeat-purchase rate of customers it acquired? Often the campaigns with the worst day-one ROAS deliver the best 6-month LTV. You can only see this with cross-tool data.
How to build it
Illuminated Intelligence [blocked] is purpose-built for this. Connect Meta Business + your store (Shopify [blocked], WooCommerce, or BigCommerce) + Stripe in under 5 minutes. The platform automatically reconciles Meta's reported conversions with verified store conversions, computes true ROAS, and surfaces creative fatigue and audience saturation in real time.
JARVIS, our AI business advisor [blocked], watches the dashboard daily and tells you what to do — "Pause Audience B, increase budget on Creative #4, your verified ROAS just crossed 2.1."
The result: most brands cut wasted Meta spend by 15-25% in the first month and reinvest it into the campaigns that actually drive profitable growth.
Ready to see your business, illuminated? Start a free 14-day trial [blocked] of Illuminated Intelligence — no credit card required, full setup in under an hour. Or meet JARVIS [blocked], our AI business advisor that turns your data into next-step recommendations.