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Your 30-prompt citation panel.

Thirty customer-shaped prompts for tracking your AI citation share. Ten branded, ten category, ten long-tail. The exact panel structure we use for retainer clients.

How the AI prompt tracking panel is structured

Three buckets with ten prompts each. Branded prompts test whether AI engines know your business exists. Category prompts test where you sit relative to competitors. Long-tail problem prompts test the queries customers ask before deciding to buy.

Read the methodology in how to track ChatGPT citations and the GEO foundations in what is generative engine optimization.

Questions

Prompt Panel Generator: common questions

Why 30 prompts and not 5?

AI answers vary run to run. A panel of 30 prompts across branded, category and long-tail intent smooths that noise enough to see a real trend month over month. Five prompts will swing 20 points on a good day.

What is the difference between branded, category and long-tail prompts?

Branded prompts name you ('Is Orkkid any good?'). Category prompts name the service and place ('best long-distance movers in Denver'). Long-tail prompts describe a situation ('need movers for a fourth-floor walk-up next Saturday, who should I call?'). Category and long-tail are where new customers come from.

How often should I re-run the panel?

Monthly. Run the same 30 prompts, record citation share per group, and note which competitors were cited. Changes usually lag on-site work by four to eight weeks.

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Be the business AI recommends.

The free GEO audit runs this check and the rest on your site and your competitors, then shows what is stopping ChatGPT and Google from sending you customers.

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