How to use firsthand information in WordPress AI articles
Turn your values, concept, people and case studies into evidence for original articles, with a company-information template and a Rootpublish example.
Turn your values, concept, people and case studies into evidence for original articles, with a company-information template and a Rootpublish example.
Fixing how AI search describes your company also means checking your own articles against your company pages. From an audit of six sites: the contradictions we found, a comparison of judging models, costs, a fix and the limits.
How to put human approval between AI generation and publication: approving firsthand information, choosing the reader's question, checking each paragraph against its evidence, reviewing changes to existing posts and deciding on publication.
When you use Yoast SEO with Rootpublish, which settings determine the SEO title and description? Fixed text versus templates, the verified combination, and how to compare before and after with your first article.
Before publishing an article written by AI, check five things: claims against evidence, figures and conditions, what may be published, changes to information and the reader's next step. A WordPress procedure, with Rootpublish as the example.
When you use AI to check articles, which model should do the judging? From the gap between accuracy on synthetic data and detection in real articles, the strengths and weaknesses of a judging-only model, the effect of instruction wording, what a two-stage design missed and estimated costs, we show how to choose for your own site.
What to check when you translate articles into English, Chinese and Korean with AI and publish them. From the records of Rootpublish's four-language rollout, we show the page structure, the AI check of the translations and the mistranslations it found, the progress toward being indexed by Google, and the steps to follow.
When you let AI run your owned media, where should people make decisions? From records of Claude Code taking two articles on Rootpublish's own journal through to release, we show the split between AI and people, the problems the checks found, where publishing stalled, and steps to decide where people make decisions.
We checked 30 B2B companies that publish their prices and found that for 12, AI stated prices, plans or contract terms with values that differ from the company's own pages. Examples of the errors, the patterns behind their sources, how to check and fix this yourself, and what we found when we measured Rootpublish itself.