The short version
AI visibility is not magic metadata. It starts with strong public pages that make claims in readable text, support those claims with evidence, and map cleanly to the questions buyers ask.
- Use raw HTML and markdown for facts, prices, services, and product claims.
- Build one strong page for each important claim or buyer question.
- Add off-site evidence because models do not fully trust a brand citing itself.
- Measure the questions where competitors are being cited instead.
What AI search is looking for
When an answer engine searches the web, it needs pages that state the answer clearly and give enough source context to trust it. Thin landing pages, vague claims, and hidden facts make the model choose another source.
Why readable facts beat clever tricks
Prices, specs, service areas, product summaries, support details, and comparisons should exist as real text. If the most important facts are trapped behind scripts, tabs, PDFs, or images, the page is weaker than it looks.
How to choose article topics
The best topics come from buyer questions: best options, comparisons, use cases, pricing, alternatives, problems, and decision criteria. Each article should support one clear claim instead of trying to cover the whole business at once.
How Decent4 uses it
Decent4 combines public pages, markdown endpoints, sitemap coverage, product articles, and measurement through tools like 100 Questions. The point is simple: make the brand easier for search engines and AI assistants to understand accurately.
Make the public facts easy to cite.
Decent4 builds practical AI visibility surfaces: readable pages, markdown indexes, structured data, and article maps tied to real buyer questions.
Build AI-readable pages