When dealing with such issues, the current page and data baseline should be preserved, followed by a major change, without which the results will not be accurately attributed. Around “how can the data tables be written to be user-friendly and easy for AI to extract?”, the first is to write the data tables to be judged in a complete process that is user-friendly and allows AI to extract back to “factual evidence and content governance”. The machine can read the HTML tables, but the header, unit and context must be clear. Complex consolidation of cells, photo tables or omitted unit numbers increases the risk of misreading by users and systems. This means that the page requires both clear conclusions for users and identical information for grabers, and maintains the source, condition and timing of updates.
Google emphasizes that useful, reliable and user-centred content remains the basis, without requiring the website to be changed to a special language for AI, or ensuring that certain documents or tags are quoted.
The taskcard contains at least the target country, the type of page, the data source and the completion criteria. The action is a column in which only one field is expressed, the unit and calibration is explained at the header and the use and limitation is explained before and after the table, and the content, technology and sales team uses the same field name. If the same fact appears on the web page, PDF and structured data, a primary data source should be specified.
The sheet should also answer whether the page is accessible, whether the facts are accurate and whether the user continues to act. It can be checked against the following evidence: Check whether mobile readability, HTML syntax and numbers are consistent with the body. Any anomaly returns to the corresponding URL and version.
Technical actions do not break the boundaries of fact and permission. For visual purposes, complete data can be made into pictures, and can be copied and read-aided. Non-public information should be processed through a summary, dissensitization or restricted access, rather than being disclosed for inclusion. If there is a single issue in the new page, do not recreate a symmetric page when it is updated or merged.
