Who it is for
What a site backlink checker has to tell you in ten minutes
Not everything. A triage is a sorting job, and the output is one of three verdicts: leave it alone, dig deeper, or raise a flag with the client today.
Five fields get you there: the domain rating, the number of referring domains, the share of anchors that are exact-match, the top linked pages, and the list of the biggest linking domains. Each one has a threshold on the severity table, so you never argue with yourself about whether 41 is good.
Speed matters because the client already has an opinion, usually after a salesperson from another agency quoted them a scary number. You want to be holding your own numbers by the end of the call.
Everything comes from our own crawler and our own link index. It refreshes about once a month, so a link won last Tuesday may not be visible yet.