Right now, AI answer engines like ChatGPT, Perplexity, Google's AI answers, Claude, and Grok are recommending brands to your customers. None of it shows up in your analytics, and the same question asked twice can return different winners. Without a structure, "how are we doing in AI?" is unanswerable.

The ANSWER Framework turns AI visibility into 6 measurable dimensions, each tied to a real moment in how customers decide:

• A - Appearance: Does AI name you unprompted in category-level questions?


• N - Nomination: Does AI recommend you for specific use cases and situations?


• S - Showdown: Do you survive head-to-head comparisons against named competitors?


• W - Worth: Does AI get your pricing and value story right?


• E - Expertise: Does AI describe your capabilities accurately, without inventing features or limitations?


• R - Reputation: Does AI reflect your reviews and trustworthiness fairly?

Grounded in McKinsey's Consumer Decision Journey, the framework traces a customer from first awareness through evaluation, purchase, and post-purchase trust. It replaces guesswork with a score, a baseline, and a prioritized list of what to fix.

Use this deck to brief your leadership team on answer engine optimization (AEO) and generative engine optimization (GEO), audit your own brand's AI visibility, or add a new advisory offering to your consulting practice.

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