| Clear entity definition | AI systems need to know what you are, what you do and who you serve, stated plainly | Homepage opens with a slogan; nowhere states the business in one sentence |
| Direct answers near the top of pages | AI systems extract self-contained passages that answer a question | Key information buried after three paragraphs of preamble |
| Question-style headings | Matches how buyers prompt AI systems | Headings are clever rather than clear |
| Self-contained paragraphs | A paragraph should make sense lifted out of context | Paragraphs depend on what came before |
| Statistics with named sources | Claims with sources get cited; claims without get ignored | "Industry-leading," "trusted by hundreds" |
| Structured data (schema) | Tells machines explicitly what’s on the page | Missing, outdated, or only on the homepage |
| FAQ sections with short answers | Highly extractable format | FAQ answers run to 200 words or link elsewhere |
| Tables and comparisons | Among the most-cited content formats | Comparisons rendered as images or not at all |
| Crawlable content | If it needs JavaScript to render, some AI crawlers never see it | Heavy client-side rendering, content behind interactions |
| Crawl permissions | AI crawlers blocked by default in some platforms and CDNs | robots.txt or firewall rules nobody’s reviewed since 2023 |
| Consistency with the rest of the web | AI cross-checks your site against reviews, directories and listings | Different names, descriptions or claims in different places |
| Speed and accessibility | Signals of quality that both Google and AI systems use | Core Web Vitals failing; images without alt text |