When a Rival Blog Vanished: AI-Assisted Ethical Link Repair
A niche technical blog vanished overnight, breaking thousands of links. Here's how a small content team used Claude to run ethical broken-link building in a single day.
During a routine SEO audit of their own site, the author stumbles on something unusual: a well-known competitor blog, absorbed in an acquisition, now redirects every one of its articles to a single press release. The rest of the web hasn't caught up — thousands of pages, from curated resource lists to open-source READMEs, still link to those now-dead articles. Within the same day, the team opens ten pull requests across other people's repositories to fix the broken links.
The technique, known as broken-link building, is old, but the piece focuses on the ethical line that separates a legitimate version from an abusive one: letting the site owner decide, defaulting to an archive snapshot before proposing your own content, disclosing authorship plainly, and fixing every dead link in a file — not just the ones that benefit you. Claude's role was carefully scoped: everything countable was verified by code, judgment was reserved for deciding whether a candidate article truly replaces the original, search results were cross-checked against live files to catch stale or fabricated links, and every outward-facing action waited for explicit human approval.
What struck the author most wasn't speed but compressed understanding — a plan and ethical framework that didn't exist at 9 a.m. was fully formed, costed, and awaiting a decision by 10. The whole workflow has since been turned into a reusable Claude Code skill, so the next time a niche blog quietly disappears, the team can move within days. Results are still pending: pull requests are unmerged and search-visibility gains will take months to confirm.