Google moves Missed Opportunities into Recommendations

What changed

Thomas Eccel documented a Missed opportunities beta inside Google Ads Recommendations. His post says the tool had previously appeared in Google Ads Labs. The saved screenshot separates actual clicks from estimated missed clicks associated with low bids and constrained budgets, with additional tabs for conversions and conversion value. It gives advertisers another way to inspect Google’s proposed growth opportunities.

The important distinction is between an observed result and a counterfactual estimate. The actual campaign ran with its recorded settings; the missed-opportunity figures describe what the system estimates might have happened with different bids or budgets. Those figures are not booked revenue that the business can recover simply by approving a recommendation. They also do not establish that the extra traffic would meet the advertiser’s margin or lead-quality requirements.

Use the proposed constraint to decide what to investigate. A budget-limited campaign calls for a different discussion from a campaign whose bids are below the level the tool proposes. In the first case, examine whether more spend is affordable at the expected marginal return. In the second, consider how much additional efficiency the business is willing to trade for volume. Record which assumption a test is intended to challenge.

Why it matters for advertisers

A prominent estimate can make a recommendation feel more certain than it is. Compare the proposed increase with business capacity, stock or the sales team’s ability to handle enquiries. If a test is justified, set its budget and success measure before making the change, then compare observed outcomes with the forecast. This turns the interface into a source of testable questions instead of a reason to raise bids and budgets automatically.