What's the timeline to see citations?

Results can be seen almost immediately, and market authority can be established after about three months.

• Day 1–8 weeks: Initial citations appear quickly, often within days of content being indexed by AI crawlers.
• 3–8 months: Significant, measurable gains as content production and distribution create a steady citation flow.
• 6–12 months+: Sustained high citation rates and category leadership after continuous content updates and reinforcement.