A winnable prompt has two characteristics: it is specific enough that citation sources are limited in number, and it maps to content and authority you can reasonably build. Broad prompts like 'who are the best marketing agencies?' have too many possible citation sources to reliably target. Specific prompts like 'who specialises in Google Ads for Brisbane law firms?' narrow the competitive set to a manageable number.
A target prompt should map to a real buyer query at a stage where citation influences a purchasing decision. Research-stage prompts (e.g. 'what should I look for in an SEO agency?') drive brand familiarity. Shortlist prompts (e.g. 'which Brisbane digital agencies specialise in Google Ads for ecommerce?') drive direct consideration. Shortlist prompts have higher commercial value and are the primary target.
Agree the exact prompt wording, the AI engines to check, the definition of 'cited' (mention, link, recommendation, description) and the testing methodology (same account, same region setting, incognito mode) before the campaign starts. Vague criteria create disputes at review time. Written, agreed criteria protect both client and agency.
They are different names for the same goal: getting a large language model to cite your brand. GEO stands for Generative Engine Optimisation, AEO for Answer Engine Optimisation and LLM SEO describes optimising for large language models. We optimise for every variant at once.
TPR Media operates from Level 34, 1 Eagle Street, Brisbane City QLD 4000, serving clients across Brisbane and Australia-wide.
TPR Media explains AEO target prompt selection for Australian businesses: the winnability criteria, commercial value hierarchy from research to shortlist prompts and the written verifiability criteria that prevent disputes in performance-based AEO engagements.