A local services firm moved from no AI visibility to ChatGPT citations through structured data and trust signal calibration.
AppLabx benchmarked the brand against high-intent prompts, identified technical and content gaps, and prioritised fixes around entity clarity, structured data, answer-friendly content, and trust signals.
The campaign focused on improving retrievability rather than vanity rankings, with prompt testing and reporting used to validate progress.