Categorize 10k FMCG Products
Budget: ₹1,500 – ₹12,500 INR
I have an Excel master list of roughly ten thousand fast-moving consumer goods. Your task is simple but detail-critical: open the sheet, leave every existing item code untouched, and populate only the Category and Sub-category columns with the correct values from the predefined taxonomy I will send you in a separate Excel file.
That taxonomy already covers every valid option, so please do not invent new labels. Where a product does not clearly fit, add a short “Review” flag in the notes column rather than guessing. I will also share a brief set of basic guidelines that clarify how to interpret edge cases.
Because accuracy outweighs speed, I want the work returned in manageable checkpoints: upload the updated sheet in batches of 1,000 products so I can spot-check and clear up any misclassifications early. We will repeat the cycle until all 10,000 lines are finalized.
Deliverables
• Batch files of 1,000 rows each, with Category and Sub-category columns completed
• A running list of all rows you flagged for review
• A final consolidated file once every batch is approved
Acceptance criteria
• 98 % or higher category accuracy per batch
• Zero changes to original item codes, descriptions, or pricing fields
• All uncertain items clearly flagged, not left blank or mis-assigned
Excel proficiency and an eye for retail product nuances are essential. If that sounds like you, let’s get started.
That taxonomy already covers every valid option, so please do not invent new labels. Where a product does not clearly fit, add a short “Review” flag in the notes column rather than guessing. I will also share a brief set of basic guidelines that clarify how to interpret edge cases.
Because accuracy outweighs speed, I want the work returned in manageable checkpoints: upload the updated sheet in batches of 1,000 products so I can spot-check and clear up any misclassifications early. We will repeat the cycle until all 10,000 lines are finalized.
Deliverables
• Batch files of 1,000 rows each, with Category and Sub-category columns completed
• A running list of all rows you flagged for review
• A final consolidated file once every batch is approved
Acceptance criteria
• 98 % or higher category accuracy per batch
• Zero changes to original item codes, descriptions, or pricing fields
• All uncertain items clearly flagged, not left blank or mis-assigned
Excel proficiency and an eye for retail product nuances are essential. If that sounds like you, let’s get started.