Anonymized findings from LLM readiness audits: the same issues come
Anonymized findings from LLM readiness audits: the same issues come up again and again.
1. robots.txt blocks AI crawlers by accident. Often a blanket rule inherited from a template or a security plugin. Some blocks are intentional, but many owners don't know they exist.
2. No structured data, or incomplete data. Pages lack Schema.org markup such as Organization, Service, or FAQPage, so machines must guess what a page is about.
3. Key facts only in images or PDFs. Opening hours, pricing, and service areas are hard for machines to read when they are not in plain HTML text.
4. Inconsistent business details. Name, address, or offer descriptions differ across the website and directories.
5. No clear path to action. It is unclear how a person or an agent could book, request a quote, or make contact.
None of these require a redesign. Most are small fixes. Whether they change how AI systems represent you can't be promised, but clarity is a sensible baseline.
A free Mini-Check at llmreadiness.com shows which of these may apply to your site.