Pitch Deck Analysis → Competitor Research → Investment Recommendation

beginner20 minPublished Mar 25, 2026
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Analyze startup pitch decks, conduct automated competitor research, and generate investment recommendations with risk assessments for fund managers.

Workflow Steps

1

OpenAI GPT-4

Extract and analyze pitch deck content

Upload pitch decks to GPT-4 Vision to extract key information: market size, business model, traction metrics, team background, and funding ask. Score each section based on predefined criteria.

2

Perplexity AI

Research market and competitors

Use Perplexity's API to search for recent market trends, competitor analysis, and industry reports related to the startup's sector. Gather data on market growth, key players, and potential threats.

3

Airtable

Compile investment scoring matrix

Create an Airtable base with weighted scoring fields for team, market, product, traction, and competition. Use lookup fields to reference competitor data and calculate overall investment attractiveness scores.

Workflow Flow

Step 1

OpenAI GPT-4

Extract and analyze pitch deck content

Step 2

Perplexity AI

Research market and competitors

Step 3

Airtable

Compile investment scoring matrix

Why This Works

Standardizes subjective pitch evaluations with AI-powered analysis while automating time-consuming competitor research, enabling faster and more consistent investment decisions

Best For

VC analysts and investment committees evaluating startup pitches

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Deep Dive

How to Automate Investment Analysis with AI in 2024

Transform your pitch deck evaluation process with AI-powered analysis, automated competitor research, and data-driven investment scoring for faster VC decisions.

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