Use AI for internal linking: connect useful next steps with descriptive anchors

A worked example: where the task becomes difficult

A fictional guide about importing repositories explains how to obtain source, but readers next need to diagnose runtime configuration. An internal link should connect that dependency at the relevant paragraph. A generic “click here” misses the relationship, while repeating the same exact phrase in every sentence distracts from the instructions. Build a page inventory with canonical URLs and short intent descriptions.

Decisions to make before implementation

Distinguish navigation links, contextual references and related reading. Keep anchor text natural and destination-specific. Link to a canonical useful page instead of an obsolete redirect where possible. Do not infer destinations from slugs alone; inspect what the page actually answers. Make important public pages reachable through ordinary links, not exclusively through a search field or JavaScript interaction.

A practical sequence for the work

Use the sequence below as a task boundary, not as a claim that the example has been executed. Work with approved inputs and the project’s actual architecture. If a required integration or permission is unavailable, keep that stage visibly incomplete rather than generating a plausible substitute result.

• Inventory canonical pages with their actual reader tasks.
• Identify prerequisites, dependencies and sensible next questions.
• Add a limited number of contextual links with descriptive anchors.
• Check destination status, canonical alignment and usefulness in the surrounding sentence.

A detailed brief you can adapt for your agent

Replace the illustrative context with your approved facts and controlled inputs. Keep the stated boundaries when adapting the brief. The expected deliverable matters more than a particular tool name: ask for an explanation grounded in the inspected material and evidence for the requested outcome.

Review this canonical page inventory for useful internal links. Match prerequisites and next tasks, then propose the exact source paragraph, destination and natural anchor. Do not invent URLs or force exact-match wording. Exclude private account resources. Validate that each destination answers the promised question before editing links.

Failure modes that an attractive preview can hide

Generated suggestions can point to nonexistent articles or choose a similarly titled page with a different intent. Validate the destination before inserting links. Avoid turning an article into a wall of promotional anchors. Private account pages and workspace project contents should not be added to a public discovery map simply because the application can navigate to them.

Technical references: Google: crawlable links and descriptive anchors

Acceptance checks and the evidence to retain

Keep the contextual link map and destination checks. An internal link should help a reader progress, with keyword relevance emerging from the relationship rather than forced repetition.

Specific answers

Common questions