Safe do-it-yourself implementation
AI Citability Page Improvement
Restructure content so an important answer, fact, or comparison can be extracted accurately without losing context.
- H1–H3 structure and direct answers
- Facts, definitions, lists, and comparisons
- Sources, authorship, and update date
The safest simple route
- Record the exact URL, problem, and expected outcome.
- Back up every file, setting, or passage you intend to change.
- Change only one confirmed source of the problem.
- Clear affected caches and repeat the original journey.
- Roll back immediately if the result worsens or new errors appear.
What to change
- H1–H3 structure and direct answers
- Facts, definitions, lists, and comparisons
- Sources, authorship, and update date
Do not paste universal configuration without checking your CMS, server, and business constraints. The same symptom can have different causes on different websites.
Post-change control
- Each section answers its heading
- A quoted passage retains its meaning
- Facts are separated from opinions and marketing claims
Excludes mass-generated copy and does not guarantee selection of a particular passage.
When to stop and involve a specialist
Stop when a change affects payment, personal data, DNS, a high-volume shared template, server protection, or an external service without a test environment. Restore the working version first, then provide the specialist with baseline evidence and the change log.