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Fiverr Pro
English
$
USD
I will build a customer segmentation and clv model
About this Gig
You have transaction data. But do you know which 20% of your customers generate 70% of your revenue or which ones are quietly disappearing?
I will analyze your customer transaction history and deliver a complete customer intelligence breakdown: who your best customers are, who is at risk of churning, and how much each segment is worth to your business over the next 12 months.
What I deliver:
- RFM Segmentation identify Champions, Loyal, At-Risk, and Dormant customers
- Churn Risk Scoring flag disengaging accounts before they're gone
- CLV Modeling 12-month forward revenue projection per segment (Premium)
You receive:
- Segment breakdown with visualizations
- Written insights in plain business language
- Jupyter Notebook with reproducible code
- Actionable recommendations per segment
- PDF report (Premium)
What I need from you: Transaction data with customer ID, date, and amount. Exported from Shopify, WooCommerce, Excel, or any CRM.
Message me before ordering to confirm your data qualifies.
My Portfolio
FAQ
What data do I need to provide?
At minimum: a table with customer ID, purchase date, and purchase amount — one row per transaction. This can be exported directly from Shopify, WooCommerce, Stripe, your CRM, or any Excel/CSV file. You do not need clean data — I handle missing values and formatting as part of the analysis.
Will I understand the results without a data science background?
Yes. Every deliverable includes a written summary in plain language with specific, actionable recommendations per segment. The Jupyter Notebook is included for technical stakeholders, but the written report is designed for business owners and marketing managers.
My dataset is from a small business. Is it large enough?
RFM segmentation works well with as few as 200–300 unique customers. For the CLV model (Premium), results are most reliable with 500+ repeat customers. Send me a sample and I will tell you honestly whether your data supports each package.
Do you work with Shopify or WooCommerce exports?
Yes. Export your orders as CSV from your platform's admin panel and send it directly. I handle the formatting from there.
Can you work with subscription or SaaS data?
Yes. The BG/NBD model (Premium package) is particularly well-suited to subscription and repeat-purchase businesses. Message me with your data structure and I will confirm the right approach.
How is this different from a basic EDA?
EDA tells you what your data looks like. This service tells you what your customers are doing and what it means for your revenue. The output is not charts — it is a segmented view of your customer base with projections and recommendations you can give directly to your marketing team.
What if I need something customized beyond these packages?
Message me before ordering and describe your use case. I can scope a custom offer for datasets with additional complexity or for businesses that need a specific segmentation logic applied.
