Construction adhesive will not work for this application. It is not intended for concrete anchoring. The only adhesive product designed for this is the specialized epoxy.

Last week I pulled out half a houses foundation anchors that some jack wagon thought he could use gorilla glue. He must have thought when the bottle said "strongest glue on earth," you can use it for anything. Gotta love non professionals making engineering calls from their hip.