WhyYourBestCustomersAreInvisibletoGoogleAds
Google's algorithm is very good at finding people who will buy. It's significantly worse at finding people who will buy again.
The distinction matters. A customer who buys once at a £30 AOV with a 40% return rate is worth significantly less than a customer who buys four times a year at £60 with no returns. But to Google, they're both a conversion.
The LTV blind spot
Smart Bidding optimises for what it can measure: conversions, conversion value, sometimes target ROAS. It cannot measure lifetime value. It doesn't know which customers come back. It doesn't know which ones refer friends. It doesn't know which ones never return a product.
This means your best customers - the ones who generate the most long-term profit - are invisible to the bidding algorithm. It can't find more of them because it doesn't know what makes them different.
The structural consequence
When you optimise for conversion volume, you attract the easiest conversions. These are often discount-motivated, single-purchase buyers who cost the most to serve and generate the least long-term value.
Meanwhile, your highest-value customer segments might respond to different messaging, different landing pages, and different product positioning - none of which the algorithm will discover on its own.
What to do about it
Build LTV data into your bidding strategy. Use offline conversion imports to feed back real customer value. Segment campaigns by customer quality, not just product category. The algorithm can learn - but only from the signals you give it.