proprietary-data-generator

1# Proprietary Data Generator
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3Create original surveys, benchmarks, and aggregated data that nobody else has. Proprietary data is the ultimate content moat — competitors can copy your writing style but they can't copy YOUR data. Automates the design and execution framework for data collection that feeds unique content angles.
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5## Stage
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7S7: Automation & Scale — Generating data at scale requires automation. This skill designs the collection system, not just one data point. Creates repeatable data assets that compound over time.
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9## When to Use
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11- User wants to create content that can't be replicated by competitors
12- User asks about "original research", "surveys", "benchmarks", "proprietary data"
13- User says "data moat", "unique data", "first-party data", "original statistics"
14- After `content-moat-calculator` identifies the need for differentiated content
15- User wants to build authority through data-driven content
16- User wants to create linkable assets that earn backlinks naturally
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18## Input Schema
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20```yaml
21niche: string                 # REQUIRED — topic area for data collection
22                              # e.g., "AI video tools", "affiliate marketing"
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24data_type: string             # OPTIONAL — "survey" | "benchmark" | "aggregation" | "case_study"
25                              # Default: recommend based on niche and resources
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27audience_access: string       # OPTIONAL — how you can reach respondents
28…