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visible4ai - Find out if AI recommends your website — then fix it | Product Hunt

© 2026 visible4ai. A product of Siempi. GEO analysis and real citation visibility.

We measure if you get cited in LLMs and help you improve.

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6 min

The Answer Block pattern

An answer block is the single most effective content structure for LLM citation. Use it on every key page.

1

Heading as question

e.g. "What is Generative Engine Optimization?", matches query intent and aids retrieval.

2

Answer nugget (40–60 words)

A short, self-contained paragraph that directly answers the question. Quotable and extraction-ready.

3

Evidence & credentials

Statistics, citations, links, or author/org context. Supports E-E-A-T and gives the model something to attribute.

📖This page as an example

Every H2 on this page is a question. The first paragraph under each heading is a ~50-word direct answer. Then evidence follows, stats, the Princeton citation, or a concrete example. That's the answer block pattern applied consistently across the full page.

What is schema markup for AI?

Structured data helps AI systems understand and cite your content. Use the right schema for each content type.

Content typeSchemaWhy
Articles / blogArticle, BlogPostingAuthor, date, headline, improves attribution
How-toHowToSteps are extractable for "How to X" answers
FAQFAQPageQ&A pairs ready for citation
ProductsProductName, description, pricing for comparisons
OrganizationOrganizationBrand identity, disambiguation
Lists / roundupsItemListOrdered items for "Best X" answers
ReviewsReviewRatings and summaries for product queries

Which content types get cited most?

Some content formats are cited more often in AI answers. Prioritize these; avoid underperformers.

High-citation formats (approximate share)

  • Comparison articles (~33%), "X vs Y", alternatives
  • Definitive guides (~15%), comprehensive, authoritative
  • Original research (~12%), data, studies, surveys
  • Best-of / listicles (~10%), "Best X for Y"
  • Product pages (~10%), clear specs, pricing, FAQ
  • How-to (~8%), step-by-step, HowTo schema
  • Opinion / analysis (~10%), expert takes, thought leadership

Underperformers

Generic blog posts, thin product pages, gated content, pages with no dates or author, and purely promotional copy get cited less often. Add structure, evidence, and clarity to improve.

Content tacticsContent extractability