Synthetic AI Query Testing

Synthetic AI query testing is a method of running controlled, repeatable prompts across ChatGPT, Perplexity, Copilot, Claude, and Gemini to see which competitors get recommended, which sources are cited, and how your brand is described. It turns guesswork into a scorecard you can improve every sprint. We use synthetic query banks tied to your funnel stages so you can track gains in mention rate, position, and accuracy, then prioritize content and authority work that moves real revenue metrics.