Manual link review vs trusting a 'toxicity score':

Manual link review vs trusting a 'toxicity score':
Not two tools — two tactics. I audited the same 800-link profile both ways.

Auto toxicity score (Semrush/SEranking)
➕ Sorts 800 links into a triage queue in minutes
➕ Catches obvious junk: link networks, irrelevant foreign farms
➖ Flagged 40+ genuinely good editorial links as 'toxic' — false positives are dangerous in a disavow

Manual review
➕ You only disavow what's actually harmful + unnatural
➕ Forces you to learn the profile
➖ Slow; impractical past a few thousand links

Best for: first-pass triage on a huge profile → score. The final disavow decision → always manual.

Price-vs-value: the score is a filter, never a verdict. Disavowing on raw toxicity nuked rankings for someone I know.

Pick the score to sort. Skip it as the thing that decides — a wrong disavow is self-inflicted harm.

Real audit, my own tooling.