Cleaning up bad inserts: manual review vs. automated disavow tools

Cleaning up bad inserts: manual review vs. automated disavow tools

The other side of link buying — what to do when an insert goes toxic.

— A practitioner thread argued for fully manual review: pull the referring domains, eyeball each one, and only disavow what's genuinely spammy. Slow, but you rarely throw away a good link by accident.
— Counterpoint from a tool blog: automated scorers (the toxicity metrics in various suites) handle hundreds of domains in minutes, useful when you inherited a messy profile.
— Also circulating: a sober reminder that disavow is a last resort and many over-clean profiles that were never penalized in the first place.

Editor's note: automated tools are great triage and terrible judges — they flag aggressively because false positives don't cost the vendor anything.

Pick of the week: let the tool sort the pile, but disavow nothing until a human has looked at it.