Prompt Research
Map Your Entire Topic Space
Start with seed keywords. Get thousands of related prompts enriched with AI search volume, semantic clusters, entity extraction, and intent classification.
Four methods, running in parallel
Results stream to the UI as each method completes. No waiting for the full pipeline.
People Also Ask
Real questions from Google's PAA boxes - proven user intent signals.
Synthetic Generation
AI-generated natural language prompts spanning different intents and angles.
Query Fan-out
Systematically varied prompts across seven Google-patent query types: comparative, entity expanded, implicit, personalized, reformulation, related, step by step.
Query Expansion
Related keywords and long-tail variations surfaced from search data.
Five views of your prompt data
Fan-out types, content format recommendations, entity frequency, co-occurrence networks, and 3D semantic clusters.
What Prompt Research Delivers
AI Search Volume
Every prompt enriched with volume across Google plus 9 AI engines. "used car for sale" generated 2,104 prompts with 38.7M total AI SV.
Semantic Clustering
Interactive 3D visualization built with Voyage AI embeddings. 2,104 prompts clustered by meaning, colored by source. Explore your topic space spatially.
Entity Extraction
NER identifies brands, products, and concepts. Entity co-occurrence networks show how they relate across your prompt landscape.
Content Format Recommendations
Each prompt mapped to a recommended format - product page, list, table, step-by-step, article, FAQ, or interactive tool.
Fan-out Classification
Seven Google-patent query types: comparative, entity expanded, implicit, personalized, reformulation, related, step by step.
Bulk Export & API
Export thousands of prompts to CSV or push to BigQuery. Full API access for programmatic integration.