Citation tracking asks a narrower question than generic “AI visibility”: when a search-enabled answer cites sources, does your domain appear, where, and how consistently?
Workflow
- Freeze a representative prompt set.
- Run prompts on a fixed cadence and market.
- Store answer text and cited URLs.
- Normalize domains and classify your brand/competitors.
- Report citation rate over time.
Avoid false precision
Generated answers can vary between runs. Use repeated samples and confidence bands or minimum sample thresholds before alerting on changes.
Need source URLs in structured output?
Cloro is designed to return parsed sources from AI-answer surfaces for monitoring workflows.
Try CloroAffiliate link.