Utilisez HAVING
à la place :
Select
product_brand,
(CASE WHEN COUNT(product_brand)>50 THEN 1 ELSE 0 END) AS brand_count
FROM products
GROUP BY product_brand
HAVING brand_count = 1
WHERE
est évalué avant le GROUP BY
. HAVING
est évalué après.