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Public evaluation

Competitive Analysis Report Generation

The solution will be evaluated on the accuracy and depth of its strategic recommendations, the efficiency of its data processing pipeline, and the robustness of the multi-agent orchestration. The comprehensiveness of the market analysis and the clarity of generated reports will be key.

Evaluation type
task based
Challenge
Strategic Market Intel
Difficulty
Advanced
Rigor
Unspecified

Evaluation overview

How the linked challenge is judged: tasks, benchmarks, and criteria count.

Tasks
2
Benchmarks
0
Criteria
0

Task templates

Inputs and expected outputs.

Task 1

Competitive Analysis Report Generation

Evaluate the agent team's ability to generate a comprehensive competitive analysis report for a given AI market segment, based on various simulated market data sources.

Input format

JSON object with 'market_segment' string (e.g., 'Enterprise LLM Providers') and 'competitor_list' array of strings.

Output format

Markdown file containing the strategic report, including SWOT analysis, market share estimates, and recommendations.

Task 2

Data Extraction from Unstructured Text

Assess the agent's capability to use Upstage via a Mastra AI tool to extract specific entities (e.g., funding rounds, key hires, product launches) from a provided competitor press release.

Input format

Text content of a press release.

Output format

JSON object with extracted entities.