Quantitative Research vs Discovery Call Prep

Quantitative Research

By ClawHub Community

Backtest trading strategies and validate investment ideas with statistical rigor.

Discovery Call Prep

By Mohit Agarwal (PM Skills)

Get a research brief, smart questions, and a clear game plan before every sales call.

Quantitative Research

• Backtests trading strategies with proper methodology to avoid common pitfalls like look-ahead bias
• Validates alpha signals and investment hypotheses using statistical measures like Sharpe ratios and t-statistics
• Analyzes factor models and portfolio construction approaches
• Tests statistical arbitrage strategies and pairs trading setups
• Detects market regimes and evaluates strategy robustness across different market conditions

Discovery Call Prep

• Researches the prospect company — size, stage, recent news, and what someone in their role likely cares about
• Writes a call hypothesis: their probable pain, why they'd care about you, and what might kill the deal
• Builds a question flow that moves from context to pain to buying process without feeling like an interrogation
• Defines what success looks like so you know if the call actually moved things forward
• Suggests a specific next step to propose at the end of the call

Reach for Quantitative Research when…

• You're testing a trading idea and need to know if it actually works or just looks good on paper
• You need to validate an investment strategy before putting real money behind it
• You're building a portfolio and want to understand the statistical edge of different approaches
• You're analyzing market patterns or signals and need rigorous statistical validation

Reach for Discovery Call Prep when…

• You have a discovery call with a new prospect and want to show up with context
• You're doing founder-led sales and need structure so every call gets better
• You want to ask smarter questions instead of pitching too early
• You need to qualify whether this lead is real or just 'sounds interesting'