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Public Demand Signals for Indie Developers · This Week

Building solo and not sure where to start?
Check public demand with posted budgets before guessing

Writing code isn't the hardest part — the hardest part is spending months on something nobody wants. Idea Miner distills recurring common demands from public outsourcing tasks with posted budgets, tracking mention frequency, median posted budget, and trends to help developers discover potential software opportunities (note: posted budgets do not equal completed transactions or payments).

Top Feature Mention Trend PDF Tables to Spreadsheet →
3960
Weekly collected tasks
17
features in current results
1 / 2
Contributing this period / total integrated
19
Total Mentions This Period
As of 2026-10-12 03:00 · Data methodology
This period's board is sourced from: freelancer. The data reflects that platform's public outsourcing demand, not the entire software market; posted budgets are not verified transactions, and the platform's user base, collection scope, and deduplication method can all affect the results.
Time rangeAggregated across the most recent complete periods
Weekly Monthly 2 Months 3 Months 6 Months 1 Year
Region Global North America Europe Asia Pacific Latin America
Tech Stack AI/LLM React Python
Competitive landscape All Blue ocean Red ocean
Potential band All High (70+) Medium (40-69) Unproven (<40)
Rank Common Demand Feature Trend (MoM) Mentions Potential Score 30-Day Trend
1 ▼58 PDF Tables to Spreadsheet 🔥 📋 Brief: worth building Data & Analytics Python Pandas 🌐 Global Lead Why it ranks：This period: 2 mentions, -67% change, median budget $256. ▼ -67% 2 mentions 62 potential 2 ▲478 Automated PDF Data Extraction to Spreadsheet 🔥 📋 Brief: worth building AI & Automation Python PDF Parsing Libraries (e.g., pdfplumber, PyPDF2, tabula-py) 🌐 Global Lead Why it ranks：This period: 1 mentions, 0% change, median budget $140. — 1 mentions 34 potential 3 ▼369 PDF Table Data Extraction and Excel Formatting 🔥 AI & Automation Python pdfplumber 🌐 Global Lead Why it ranks：This period: 1 mentions, -50% change, median budget $20. ▼ -50% 1 mentions 33 potential 4 ▲209 Microsoft Excel Spreadsheet Data Entry and Standardization Data & Analytics Python pandas 🌐 Global Lead Why it ranks：This period: 1 mentions, 0% change, median budget $300. — 1 mentions 30 potential 5 ▲101 Automated Numeric Data Migration Across Spreadsheet Templates AI & Automation Python Pandas 🌐 Global Lead Why it ranks：This period: 1 mentions, 0% change, median budget $300. — 1 mentions 30 potential 6 NEW Python CSV Data Cleansing AI & Automation Python pandas 🌐 Global Lead Why it ranks：This period: 1 mentions, no comparison baseline, median budget $84. No comparison baseline 1 mentions 30 potential 7 ▼282 Paper Document Digitization and Structured Spreadsheet Normalization Data & Analytics Microsoft Excel Python 🌐 Global Lead Why it ranks：This period: 1 mentions, -50% change, median budget $84. ▼ -50% 1 mentions 21 potential 8 NEW Scanned Document and PDF Data Extraction to Structured Excel Data & Analytics OCR Python 🌐 Global Lead Why it ranks：This period: 1 mentions, no comparison baseline, median budget $12. No comparison baseline 1 mentions 20 potential 9 ▼304 Geo-Targeted B2B Decision-Maker Sourcing & Contact Verification Marketing & SEO Apollo.io API LinkedIn Sales Navigator 🌐 Global Lead Why it ranks：This period: 1 mentions, -50% change, median budget $13. ▼ -50% 1 mentions 18 potential 10 ▼49 Automated PDF Table Extraction and Data Cleaning for ERP Ingestion Data & Analytics Python pandas 🌐 Global Lead Why it ranks：This period: 1 mentions, 0% change, median budget $12. — 1 mentions 18 potential 11 NEW Applied Machine Learning Coursework Mentoring and Code Walkthrough AI & Automation Python Jupyter Notebook 🌐 Global Lead Why it ranks：This period: 1 mentions, no comparison baseline, median budget $300. No comparison baseline 1 mentions 16 potential 12 NEW Resilient E-Commerce Web Scraper Maintenance and Modernization AI & Automation Python BeautifulSoup 🌐 Global Lead Why it ranks：This period: 1 mentions, no comparison baseline, median budget $140. No comparison baseline 1 mentions 16 potential 13 ▲289 Bulk Amazon Product Listing & Catalog Sync Automation E-commerce Python Amazon SP-API 🌐 Global Lead Why it ranks：This period: 1 mentions, 0% change, median budget $20. — 1 mentions 16 potential 14 NEW Automated Daily Customer Contact Sync to Excel AI & Automation Python Pandas 🌐 Global Lead Why it ranks：This period: 1 mentions, no comparison baseline, median budget $12. No comparison baseline 1 mentions 16 potential 15 NEW Automated Multi-Day Swing Trading Engine with Broker API Integration AI & Automation Python Zerodha Kite Connect API 🌐 Global Lead Why it ranks：This period: 1 mentions, no comparison baseline, median budget $12. No comparison baseline 1 mentions 11 potential 16 NEW Multi-Source Database Aggregation and Excel Data Entry Data & Analytics Python pandas 🌐 Global Lead Why it ranks：This period: 1 mentions, no comparison baseline, median budget $300. No comparison baseline 1 mentions 8 potential 17 NEW High-Accuracy Printed Numerical Table Digitization into Excel Data & Analytics Python OpenCV 🌐 Global Lead Why it ranks：This period: 2 mentions, no comparison baseline, median budget $400. No comparison baseline 2 mentions —Pending