When aI inserts internal links into unrelated sentences, another broad rewrite or another batch of output may leave the underlying problem intact. Diagnose the relevant failure before changing the whole process.
Find the likely cause
Linking is driven by keyword overlap alone.
Treat this as an explanation to verify against the actual work. Look at the input, the relevant decision, and the final result together. If the evidence does not support this diagnosis, investigate the mismatch before applying a convenient but unrelated fix.
Make the targeted correction
Place links where the destination answers the reader's next question.
Internal links should help readers discover the next useful page and make relationships between pages understandable.
Check that the repair worked
Read the surrounding paragraph and explain the destination's relevance.
Repeat the check on the final version that the reader or customer will encounter. An approved draft, a preview, and a published result can differ; the acceptance decision should concern the version people actually use.
Prevent the next related failure
A separate issue to watch for is this: internal links use vague anchor text. Describe the linked topic or action in the anchor.
Monitor the useful outcome
Track broken links, isolated pages, and meaningful clicks on contextual links.
Keep a short record of the original symptom, the evidence behind the diagnosis, and the result of the acceptance check. That record makes the solution reusable when the same condition appears again, without assuming that every superficially similar problem has the same cause.