Original data rows in the messy demo CSV.
Delivery Demo
A buyer-facing before/after sample showing the spreadsheet cleanup deliverable included in the AI Income Starter Kit workflow.
This demo shows a sample deliverable only. It does not guarantee revenue, clients, sales, replies, rankings, platform approval, data accuracy, or business results. Payment evidence is still required before collected revenue can be counted.
Rows kept after removing exact duplicates and a blank row.
Blank cells remaining for buyer review before import or outreach.
Before And After
Raw CSV
Name , Email , Company , Website , Status , Notes Alice Chen , alice@example.com , Northstar Labs , https://northstar.example , New , interested in crm import Bob Smith,bob@example.com,Blue River Co,https://blueriver.example,Contacted, asked for pricing Alice Chen , alice@example.com , Northstar Labs , https://northstar.example , New , interested in crm import ,missing@example.com,No Name Co,https://noname.example,New, Maria Garcia, maria@example.com ,Sunrise Foods, https://sunrise.example , New , wants follow up next week Bob Smith,bob@example.com,Blue River Co,https://blueriver.example,Contacted, asked for pricing Liam Patel,liam@example.com,,https://patel.example,New, missing company ,,,
Cleaned CSV
name,email,company,website,status,notes Alice Chen,alice@example.com,Northstar Labs,https://northstar.example,New,interested in crm import Bob Smith,bob@example.com,Blue River Co,https://blueriver.example,Contacted,asked for pricing ,missing@example.com,No Name Co,https://noname.example,New, Maria Garcia,maria@example.com,Sunrise Foods,https://sunrise.example,New,wants follow up next week Liam Patel,liam@example.com,,https://patel.example,New,missing company
Delivery Report
CSV Cleaning Delivery Report Original data rows: 8 Rows kept: 5 Columns: 6 Exact duplicate rows removed: 2 Fully blank rows removed: 1 Blank cells remaining: 3 Final headers: - name - email - company - website - status - notes Recommended next steps: - Review rows with blank cells before CRM import or outreach. - Confirm whether duplicate removal should stay exact-match only. - Add manual enrichment if missing names or companies must be researched.
PDF Table Sample
Raw PDF/OCR Text
Invoice No Date Customer Amount Status INV-1001 2026-06-01 Northstar Labs 1,240.00 Paid INV-1002 2026-06-02 Blue River Co 890.50 Pending INV-1003 2026-06-03 Sunrise Foods 1,050.00 Paid INV-1004 2026-06-04 Harbor Supply 720.00 Review Total 3,900.50
Cleaned CSV
invoice_no,date,customer,amount,status INV-1001,2026-06-01,Northstar Labs,"1,240.00",Paid INV-1002,2026-06-02,Blue River Co,890.50,Pending INV-1003,2026-06-03,Sunrise Foods,"1,050.00",Paid INV-1004,2026-06-04,Harbor Supply,720.00,Review Total,,,"3,900.50",
What A Buyer Receives
- Cleaned CSV with normalized headers and trimmed cells.
- Short report with row counts, duplicate removals, blank cells, and review notes.
- Clear exclusions: no guaranteed sales, no guaranteed replies, no private-key handling, and no platform-rule bypass.
- Payment evidence tracking through `payment-evidence-log.csv` before any revenue is counted as collected.