For a subset
$A$ of an abelian group
$G$, given its size
$|A|$, its doubling
$\kappa =|A+A|/|A|$, and a parameter
$s$ which is small compared to
$|A|$, we study the size of the largest sumset
$A+A'$ that can be guaranteed for a subset
$A'$ of
$A$ of size at most
$s$. We show that a subset
$A'\subseteq A$ of size at most
$s$ can be found so that
$|A+A'| = \Omega (\!\min\! (\kappa ^{1/3},s)|A|)$. Thus, a sumset significantly larger than the Cauchy–Davenport bound can be guaranteed by a bounded size subset assuming that the doubling
$\kappa$ is large. Building up on the same ideas, we resolve a conjecture of Bollobás, Leader and Tiba that for subsets
$A,B$ of
$\mathbb{F}_p$ of size at most
$\alpha p$ for an appropriate constant
$\alpha \gt 0$, one only needs three elements
$b_1,b_2,b_3\in B$ to guarantee
$|A+\{b_1,b_2,b_3\}|\ge |A|+|B|-1$. Allowing the use of larger subsets
$A'$, we show that for sets
$A$ of bounded doubling, one only needs a subset
$A'$ with
$o(|A|)$ elements to guarantee that
$A+A'=A+A$. We also address another conjecture and a question raised by Bollobás, Leader and Tiba on high-dimensional analogues and sets whose sumset cannot be saturated by a bounded size subset.