Direct Answer
You do not need special pages for Google AI features. You may still benefit from agent-readable content blocks, as long as the term means clear, visible, useful content for people, not hidden text, invented markup, or a parallel site for machines.
A good block answers one real question, names the subject, states the conditions, provides evidence, and points to the next step. That helps a busy buyer scan the page, helps an editor quote it accurately, and reduces ambiguity for systems that retrieve and summarize web content. The same editorial quality serves all three audiences.
Source Note
Google's AI-features guide states that pages need normal Search eligibility and a snippet, with no additional technical requirements. It explicitly says sites do not need new machine-readable files, AI text files, special markup, or special schema. It does recommend important content in text, descriptive internal links, useful media, crawl access, and structured data that matches visible content.
OpenAI's ChatGPT Search documentation says inclusion depends in part on allowing OAI-Searchbot and that search may rewrite a prompt into several targeted queries. A 16 June 2026 TechRadar interview with WordPress VIP frames websites as serving human and agent audiences. That interview is industry perspective, not a protocol specification. The block pattern below is JQ analysis built within those documented boundaries.
Link Map
| Resource | Status | What it clarifies |
|---|---|---|
| Google: AI features and your website | Official | No special AI requirements; ordinary SEO, text, links, media, and matching schema. |
| OpenAI: ChatGPT Search | Official, checked 13 Jul 2026 | Query rewriting, source citations, OAI-Searchbot access, and no guaranteed placement. |
| Google: Structured data guidelines | Official, updated 10 Jul 2026 | Markup must represent visible, relevant, accurate content. |
| TechRadar: Human and agent audiences | Interview, 16 Jun 2026 | Industry framing for dual-audience publishing. |
What an Agent-Readable Block Actually Is
It is a self-contained section of an ordinary page. A reader should be able to land on the heading, read the paragraph or table beneath it, and understand the answer without reconstructing missing context from five screens above. The block can be a direct answer, definition, comparison, process, requirement, price explanation, proof summary, or next-step decision.
The block is not an arbitrary chunk size. It is not a hidden prompt for an LLM. It is not a schema object without visible content. It is not a duplicate "AI version" of the page. Its boundary is editorial: one question, one coherent answer.
The Six-Part Anatomy
- Descriptive heading: use the question or decision in plain language.
- Direct answer: answer in the first one or two sentences.
- Named subject: state the brand, service, product, or concept explicitly.
- Conditions: explain when the answer changes, who it applies to, and important limits.
- Evidence: add a source, example, test, credential, case, or transparent reasoning path.
- Next step: link to the detail, proof, service, action, or contact that completes the decision.
Good and Bad Examples
| Weak block | Useful block |
|---|---|
| "We offer cutting-edge solutions tailored to your needs." | "JQ AI SYSTEMS builds fixed-scope AI automation systems for repetitive research, content, outreach, and reporting workflows. The client receives source code and documentation; scope and price are agreed before the build." |
| A list of services inside an image | Visible text with service names, fit, proof, and descriptive links, supported by an accessible visual. |
| FAQ schema for questions absent from the page | A visible FAQ that matches the JSON-LD and resolves real buyer objections. |
| A machine-only duplicate page | One canonical page that works for readers, search engines, and assistive technology. |
Where the Blocks Earn Their Keep
- Homepage: what the business is, who it serves, and the primary offer.
- Service page: definition, fit, deliverables, process, price logic, proof, and boundaries.
- Case study: problem, constraints, system, human controls, verification, and outcome.
- Article: direct answer, source note, comparison, method, and related service path.
- Contact page: what happens next, response expectation, required information, and privacy boundaries.
Do not force every page into the same number of blocks. A short contact page and a complex technical guide have different jobs. Reuse the content standard, not a rigid template.
Technical Boundaries
- Keep the important answer in server-rendered or reliably rendered text.
- Use one canonical URL for one primary intent.
- Allow the search crawlers you intentionally support through robots and infrastructure.
- Make headings, links, tables, forms, images, captions, and transcripts accessible.
- Use structured data only when it accurately represents visible page content.
- Do not promise inclusion, citation, ranking, or agent action because a block exists.
The Review Checklist
- Can a person answer the heading after reading only this section?
- Is the named entity unambiguous?
- Are conditions, exclusions, and dates visible?
- Can each important claim be verified?
- Does the next link describe where it goes?
- Does any schema match the visible answer exactly?
- Does the block still sound like the brand rather than a generic search snippet?
Sources
- Google Search Central: AI features and your website (checked 13 Jul 2026)
- OpenAI Help Center: ChatGPT Search (updated 13 Jul 2026 when checked)
- Google Search Central: General structured data guidelines (updated 10 Jul 2026)
- TechRadar Pro: WordPress VIP on human and agent audiences (16 Jun 2026)