Your Meta audience is 60% mobile. Your mobile checkout conversion is 1.2%. Your desktop conversion is 4.8%.
This device conversion gap is one of the most documented patterns in DTC advertising, and one of the most underfixed. Meta optimises for conversions, but if mobile traffic converts at a fraction of desktop rates, the platform will still maximise delivery to mobile if that is where your audience is spending time. Audience Insights surfaces the device, demographic, and geographic performance gaps so you can set the right bid adjustments, device modifiers, and exclusions — rather than letting the platform's model make those calls on your behalf.
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Mobile-first Meta campaigns often drive high volume but lower revenue — mobile checkout conversion rates average 30-50% lower than desktop (Contentsquare, 2025)
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iOS14 reduced mobile attribution accuracy, making mobile ROAS appear higher than it actually is in platform reporting
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Geographic performance varies significantly across DTC categories — a UK outdoor brand may have 4x better ROI in Scotland than in Central London
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Age and gender mismatches between ad audience and actual buyer are common when relying on platform-automated targeting
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Audience Insights for e-commerce connects demographic and device data to your actual Shopify order outcomes. You see the conversion rate and ROAS for every audience segment in your campaigns — age group, gender, device type, and geographic region — reconciled against real purchase data, not just platform-reported events.
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Running broad Meta targeting. Mobile is 65% of delivery. ROAS looks acceptable at 2.6x. No device-level breakdown. No demographic breakdown. Revenue is below target but you do not know where to look.
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Audience Insights shows desktop 35-44 female: 5.8x ROAS. Mobile 18-34 male: 0.8x ROAS and 41% of spend. You add device and demographic bid adjustments. ROAS moves to 4.1x on the same budget.
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International expansion: you launch a campaign targeting all English-speaking markets. Aggregate ROAS looks reasonable. Four months later a geography-level analysis reveals the UK market is at 1.3x while Ireland is at 6.8x.
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Audience Insights flags the Ireland vs UK performance gap within the first two weeks. You create a dedicated Ireland campaign with increased budget. ROI improves. UK campaign is paused for creative review.
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Device-level targeting optimisation
Identify and correct the mobile vs desktop ROAS gap using real Shopify order data
Geographic revenue mapping
See which markets generate real revenue and scale confidently into your highest-performing regions
Demographic precision without guesswork
Replace platform-estimated audiences with your actual buyer demographics from Shopify data
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