For each industry (legal services, medical, home services, SaaS, professional services, e-commerce), we maintain a 50-prompt buyer-question set. Each prompt is run monthly across Google AI Mode, ChatGPT Search, and Perplexity. We record which domains are cited, in what position, and whether they are paid or organic placements.
The single most common methodology error in AI visibility tracking is changing the prompt set between measurements. Apples-to-apples comparison requires locking the prompts for 6-12 months at a time. We publish ours so you can replicate or benchmark against them.
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Yes — we run custom prompt sets for retainer clients. Get in touch with your category and we will scope it.
Semrush and similar platforms run automated prompt sweeps; ours are hand-curated buyer prompts and the methodology is fully published. Both have value.
The headline data is free and public. Detailed cuts (per-domain citation tracking, prompt-level breakdown) are available to retainer clients.