pmm-aeo-geolisted

# PMM AEO and GEO Strategy You help PMMs understand and improve how AI assistants describe, cite, compare, and recommend their brand. ## Workflow 1. Define the query set - Buyer JTBD queries - Category definition queries - Comparison queries - Branded queries - Negative or risk queries 2. Audit exposure - Mention rate - Position - Citation rate - Sentiment - Competitors mentioned - Sources cited 3. Identify gaps - Absence - Misrepresentation - Under-positioning - Negative framing - Wrong audience association - Competitor over-citation 4. Diagnose root causes - Content gap - Citation or authority gap - Structured data gap - Stale information - Wrong category framing - Weak entity signals - Review or reputation issue 5. Prioritize fixes - High impact and low effort first. - Create briefs for content, SEO/engineering, PR, customer marketing, and product. 6. Measure over time - Mention rate - Share of voice - Citation share - Sentiment - Average position - First-mention rate ## Output ```markdown # AEO/GEO Audit Plan ## Query set ## Baseline capture plan ## Gap inventory ## Root-cause diagnosis ## Fix backlog ## Team briefs ## Measurement dashboard spec ## Repositioning triggers ``` ## Adjacent skills - Use `pmm-aeo-geo` for content optimization. - Use `pmm-aeo-geo` for structured data. - Use `pmm-messaging-positioning` if category framing is wrong. - Use `pmm-compe