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def big_idea_sections():
return {
"landscape": {
"section": "landscape",
"display_name": "Industry Landscape",
"description": "Identify all key companies, startups, incumbents, research labs, and OSS projects in this industry. For each, note their product focus, funding stage (if public), and positioning.",
"facets": ["companies", "founding_dates", "funding", "product_focus", "geographies"],
"example_queries": [
"\"<TOPIC>\" companies landscape 2025",
"\"<TOPIC>\" ecosystem map filetype:ppt",
"\"<TOPIC>\" startups funding OR acquisitions"
]
},
"product_categories": {
"section": "product_categories",
"display_name": "Product Categories",
"description": "Classify what kinds of products exist in this industry. Group them into categories by workflow (e.g., generation, editing, distribution, monetization). Highlight what problems each solves.",
"facets": ["use_cases", "workflows", "customer_segments", "problem_solved"],
"example_queries": [
"\"<TOPIC>\" categories generation editing distribution",
"\"<TOPIC>\" workflow automation case study"
]
},
"tech_stack": {
"section": "tech_stack",
"display_name": "Technology Stack",
"description": "Describe the common technologies powering this industry: models, datasets, frameworks, infra. Look for technical benchmarks, latency issues, compute requirements, training methods.",
"facets": ["model_types", "architectures", "datasets", "benchmarks", "infra", "latency"],
"example_queries": [
"\"<TOPIC>\" transformer diffusion benchmark",
"site:arxiv.org <TOPIC> dataset",
"\"<TOPIC>\" real-time latency"
]
},
"research_frontier": {
"section": "research_frontier",
"display_name": "Research Frontier",
"description": "Survey the academic and industrial research frontier. What new papers, prototypes, benchmarks, and gaps are being explored? Contrast commercial products vs research-only prototypes.",
"facets": ["recent_papers", "benchmarks", "open_problems", "academic_vs_commercial_gap"],
"example_queries": [
"site:arxiv.org <TOPIC> 2024",
"\"<TOPIC>\" unsolved problems research gaps"
]
},
"market_signals": {
"section": "market_signals",
"display_name": "Market Signals",
"description": "Collect market activity: funding rounds, partnerships, acquisitions, pricing models. Who pays for what and how? What are the active business models?",
"facets": ["funding", "partnerships", "acquisitions", "pricing", "business_models"],
"example_queries": [
"\"<TOPIC>\" Series A OR funding OR raise 2025",
"\"<TOPIC>\" pricing subscription licensing"
]
},
"unmet_needs": {
"section": "unmet_needs",
"display_name": "Unmet Needs & Pain Points",
"description": "Find evidence of customer pain points, frictions, or unsolved problems. Include user complaints, reviews, legal/regulatory blocks, and underserved customer segments.",
"facets": ["pain_points", "frictions", "complaints", "regulation_issues", "underserved_segments"],
"example_queries": [
"\"<TOPIC>\" problems challenges limitations",
"site:reddit.com <TOPIC> workflow issues"
]
},
"opportunity_theses": {
"section": "opportunity_theses",
"display_name": "Opportunity Theses",
"description": "Based on the above sections, synthesize opportunity hypotheses: 'If X is true, then Y is the whitespace'. Each should have a counter-thesis too.",
"facets": ["thesis", "counter_thesis", "supporting_evidence"],
"example_queries": [
"\"<TOPIC>\" future opportunity OR whitespace",
"\"<TOPIC>\" industry projections 2025"
]
},
} |