Data-Driven Crop Selection Tool

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Data-Driven Crop Selection Tool

Inspired by a conversation on:

Six Figure Flower Farming

Six Figure Flower Farming

70: This farmer found success with the numbers - Whiffle & Hum Flower Farm

Host: Jenny Marks

Timestamp: 00:51:06 - 00:51:34

Listen to Episode • View Podcast • All Ideas from Six Figure Flower Farming

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Feather Flow

Direct Quote

"Narrowing my crop production down, picking the things that sell."

Market Gap

Farmers struggle with inefficient crop choices leading to losses.

Many flower farmers grow a wide variety of crops without fully understanding which ones are profitable, leading to wasted resources and potential financial loss. Farmers often face challenges in tracking productivity and sales data, which could inform better crop decisions. A data-driven crop selection tool would help farmers analyze historical sales data, market trends, and regional preferences to determine which flowers to grow for maximum profitability. This analytical approach would reduce waste, optimize resources, and ultimately lead to a more sustainable and profitable farming operation.

Summary

Creating a data-driven crop selection tool can empower flower farmers to make informed decisions about which flowers to grow. By analyzing sales data, market demand, and regional growing conditions, this tool would provide insights into the most profitable crops. Farmers could input their own sales data and receive recommendations on which flowers to focus on based on profitability and market trends. This would not only help in reducing waste of resources on unprofitable crops but also align production with customer demand. The tool could be implemented as a SaaS model, where farmers subscribe to access the platform and receive ongoing support and updates.

Categorization

Business Model
SaaS
Target Founder
Technical
Difficulty
High
Time to Revenue
3-6 months
Initial Investment
$1,000-$10,000

Potential MRR (18-24 months)

Conservative
$2,000 - $4,000 MRR
Moderate (Most Likely)
$5,000 - $10,000 MRR
Optimistic
$15,000 - $25,000 MRR

* Estimates assume solo founder/bootstrap scenario with competent execution

Scores

Clarity
9/10
Novelty
8/10
Feasibility
7/10
Market Potential
9/10
Evidence
8/10
Overall
8.2/10
Found on October 6, 2025 • Analyzed on October 6, 2025 5:58 AM

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How should I validate this saas idea before building it?

2:34 PM

Great question! For a saas idea like this, I'd recommend starting with these validation steps:

  1. Customer interviews: Talk to Technical to understand their pain points
  2. MVP approach: Build a simple landing page to test demand
  3. Competitor analysis: Research existing solutions and identify gaps

Would you like me to help you create a specific validation plan for your high difficulty idea?

2:35 PM

Yes, and what about the technical implementation? Should I build this myself or hire a team?

2:36 PM

Based on your idea's complexity and 3-6 months, here's my recommendation:

Technical Strategy:

  • Start with no-code tools for rapid prototyping
  • Consider your technical background and available $1,000-$10,000
  • Plan for scalability from day one

I can help you create a detailed technical roadmap and resource allocation plan...

2:37 PM

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