Research
Things I measured rather than assumed. Each one states its sample size, its method and what it does not show.
1 in 10 Shopify stores I checked had Meta ads landing on a page you can't buy from.
Of 193 Shopify stores whose Meta ad links I could check, 19 had at least one ad pointing at a dead page, a product sold out in every variant, or an empty collection.