Google Ads Smart Bidding: Target ROAS vs Target CPA vs Maximize Conversions (2026 Guide)

Smart bidding uses machine learning to optimize bids for each individual auction — adjusting for device, location, time of day, user behavior, and dozens of other signals simultaneously. Manual bidding can't compete with that level of granularity. But smart bidding is only as good as your data and your target setting.

The Data Requirement: What Nobody Tells You

The most common reason smart bidding underperforms: not enough conversion data. Google's recommendation is 30 conversions per campaign per month minimum. Below that threshold, the algorithm is guessing. Too little data means it may overspend chasing rare conversions or underbid on opportunities it can't recognize as valuable.

• Under 30 conversions/month → Use Maximize Conversions (no target) or Manual CPC
• 30-100 conversions/month → Start with Target CPA (conservative target: your current actual CPA)
• 100+ conversions/month → Target ROAS or Target CPA both work well

Target CPA: When and How to Use It

Target CPA tells Google: 'For every conversion you get me, try not to spend more than X.' It works by bidding higher on users that look like your past converters and lower on those who don't. Use it when you know your target cost-per-acquisition and have 30+ conversions per month.

• Set your initial target at your current actual CPA, not your ideal CPA
• Wait 2-3 weeks after switching before evaluating — the algorithm needs a 'learning period'