
Daily AI Visibility Tracking vs Manual Spot-Checks: A 30-Day Experiment
Is daily AI visibility tracking worth it, or is a monthly manual spot-check enough? A 30-day worked model, grounded in cited volatility data, on what each cadence catches and misses across ChatGPT, Claude, Gemini, and Perplexity.
June 6, 2026