AI systems can use model knowledge, search indexes and on-demand retrieval. These paths are different, and a WordPress plugin can observe only a limited part of what happens to its content.
A request, an answer and a visit are different events
A crawler request can supply data to a service without producing an answer or visitor. A system can cite a page from an existing index without fetching your origin again. A human may then click through with or without a recognizable referrer. Keep these observations separate when evaluating a content change.
What site owners can control
- Useful, public content that answers the reader’s question.
- Accessible responses and accurate structured facts.
- Clear source identity, dates and internal links where they help navigation.
- A working format when a client explicitly requests Markdown.
- A documented permission and action contract for connected tools.
Schema and Markdown without a citation promise
Schema identifies facts about supported content; Markdown can reduce markup noise on an explicit request. Neither format guarantees that an AI system will select the page. Google’s AI search guidance continues to emphasize established SEO practices and says no special schema is required for its AI features.
The narrower role of llms.txt
llms.txt is a proposed index convention. citelayer® still generates and diagnoses it, but it has zero weight in the dashboard readiness score. The separate editor checklist differs. Its presence is not a measured citation uplift.
Agent interaction has its own requirements
Free WordPress abilities expose existing local data through an authenticated adapter connection. Store add-ons publish platform-specific commerce APIs. Context JSON is discovery, not a standalone MCP server, and store checkout handoff leaves payment with the buyer.
Check one page first
Run a practical baseline, then compare crawler logs and recognized human referrals over time. Record collection limits before calling the result an AI visibility measurement.
Primary guidance: Google Search Central: AI features and your website. Updated 6 October 2026.
