Suppose that $G$ is a group of order $2520 = 2^3 \cdot 3^2 \cdot 5 \cdot 7$. The property that I want to check is this:
Must $G$ contain an abelian subgroup of order at least $12$?
If $G$ is soluble then, yes. A Hall $\{5,7\}$-subgroup of $G$ (which exists by Hall's theorem) is necessarily abelian. On the other hand, if $G$ is simple, then $G \cong A_7$, since $A_7$ is the only simple group of that order (in fact, it is the only perfect group of that order). Also, $A_7$ has an abelian subgroup of order $12$.
Some further observations:
If $G$ is a candidate counterexample to the (implicit) assertion, then for $p \in \{3,7\}$ a Sylow $p$-subgroup of $G$ must be self-centralising. Using the $N/C$ theorem and the standard $n_p \equiv 1\,(\operatorname{mod} p)$, we arrive at the only possibilities $n_7 = 2^3 \cdot 3 \cdot 5$ and $n_3 = 2 \cdot 5 \cdot 7$.
For $p=5$ we cannot argue that a Sylow $5$-subgroup of $G$ must be self-centralising, because the possibility that its centraliser has order $2 \cdot 5$ cannot be excluded. At least not immediately. In any case though, $|C_G(P):P| \in \{1,2\}$ and $n_5 = 2 \cdot 3^2 \cdot 7$. Here $P$ is a Sylow $5$-subgroup of $G$.
Since $G$ cannot be soluble, it must have a composition factor isomorphic to one of $\{A_5, \operatorname{PSL}_3(2), \operatorname{PSL}_2(8), A_6\}$. (We have already argued the case $G \cong A_7$.) That composition factor, however, cannot be direct.
Thoughts?
MatheinBoulomenos notices that I had missed one possibility for a non-abelian composition factor of $G$, namely $\operatorname{PSL}_2(8)$. I have now included this in the list.
Here is a simpler approach. In all cases, we have a unique nonabelian composition factor $T$. Let $R$ be the soluble radical of $G$. Then $G/R$ has trivial soluble radical, and a unique nonabelian composition factor $T$, so it must be almost simple with socle $T$.
If $T=PSL(2,7)$, then $G/R=PSL(2,7)$. (It cannot be $PGL(2,7)$ by order considerations.) That means that $|R|=15$ and so $R$ is cyclic.
If $T=A_5$, then $R$ has order $21$ or $42$ (depending whether $G/R$ is $A_5$ or $S_5$). In any case, $R$ has a normal Sylow $7$-subgroup $P$. $P$ is characteristic in $R$, so normal in $G$. Now, a Sylow $5$-subgroup of $G$ together with $P$ generate a (cyclic) group of order $35$.
If $T=A_6$, then $R=C_7$ and, as in the last case, we get a (cyclic) group of order $35$.
Finally, if $T=PSL(2,8)$, then $R=C_5$ and again we get a (cyclic) group of order $35$.
(Note: In the above, I'm assuming knowledge of the size of outer automorphism groups of the relevant simple groups, but I don't need to know about Schur multipliers, or Schur-Zassenhaus.)