Use Cases

Startups

Early-stage teams use AEO Pilot to make sure that when a buyer asks an AI “what are the best tools for X?”, the startup is in the answer. It’s category entry without a years-long backlink grind.

SaaS companies

Product teams track their Share of AI Voice against competitors across ChatGPT, Gemini and Perplexity, then close the entity and schema gaps that keep them out of comparison answers.

Agencies

Agencies run AEO Pilot across every client from one dashboard, deliver white-label visibility reports, and add a new high-margin retainer line: managed Answer Engine Optimization.

Creators & personal brands

Authors, founders and experts use AEO to become the named source an assistant reaches for in their niche — building authority that compounds as models retrain.

Enterprise & brands

Larger brands defend their narrative: monitoring how AI describes them, catching the moment a competitor displaces them in an answer, and keeping their entity, facts and citations accurate at scale.

The common thread

Every one of them faces the same shift: buyers are asking AI instead of scrolling search results. AEO Pilot is how they measure and win the answer — across every engine, continuously.