Prompt Matrix Builder
Build 30-50 prompts across category, comparison, problem, persona, geography, brand and objection intent.
- Brand and market
- Prompt intent buckets
- Provider list
- Persona/market variants
- Scoring columns
- Remeasurement cadence
These templates turn Academy lessons into repeatable work products: prompt matrices, AI answer scoring, GEO audit reports, 90-day roadmaps, citation-ready content briefs, technical policy notes, and executive reporting.
Build 30-50 prompts across category, comparison, problem, persona, geography, brand and objection intent.
Score AI answers for mention, recommendation position, sentiment, citations, hallucinations and competitor share of voice.
Turn prompt evidence into an executive-ready diagnosis with priority fixes and proof screenshots.
Prioritize GEO fixes across content, technical, authority, reputation and reporting workstreams.
Plan a page that AI systems can extract and cite without guessing: definitions, proof, sources, FAQs and structured sections.
Reference examples for Organization, Product, FAQ and HowTo markup with caveats about visible content and validation.
Document Googlebot, Google-Extended, common AI crawlers and llms.txt guidance without confusing search indexing and model-training controls.
A client-safe narrative for what changed in AI visibility, what shipped, what improved, and what remains uncertain.