Idea Miner
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).

4497
Weekly collected tasks
11
features in current results
1 / 2
Contributing this period / total integrated
19
Total Mentions This Period
As of 2026-09-16 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
Tech Stack AI/LLM React Python
Competitive landscape All Blue ocean Red ocean
Rank Common Demand Feature Trend (MoM) Mentions Potential Score 30-Day Trend
1 ▼222 Word to Excel Content Migration with Rich-Text Preservation 🔥 AI & Automation Python python-docx 🌐 Global Lead Why it ranks:This period: 1 mentions, -50% change, median budget $500. ▼ -50% 1 mentions 38 potential 2 ▲66 Excel Data Cleaning & Organization 🔥 Data & Analytics Python Pandas 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $500. 1 mentions 38 potential 3 ▲82 Handwritten Notes to PDF Transcription 🔥 Content & Writing Python PaddleOCR 🌐 Global Lead Why it ranks:This period: 2 mentions, 0% change, median budget $467. 2 mentions 37 potential 4 NEW Automated Web-to-Excel Data Extraction AI & Automation Python BeautifulSoup 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $12. ▲ +100% 2 mentions 31 potential 5 NEW Precise PDF-to-Excel Conversion Data & Analytics Python pdfplumber 🌐 Global Lead Why it ranks:This period: 1 mentions, +100% change, median budget $635. ▲ +100% 1 mentions 31 potential 6 NEW Static Document Table Digitization and Excel Normalization Data & Analytics Python pandas 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $335. ▲ +100% 2 mentions 30 potential 7 NEW Spreadsheet-Driven WhatsApp Business Template & Invoice Dispatcher AI & Automation WhatsApp Cloud API Python 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $19. ▲ +100% 2 mentions 30 potential 8 ▼141 Python CSV Data Cleansing AI & Automation Python pandas 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $300. 1 mentions 30 potential 9 NEW Scanned Document Digitization and Structured Spreadsheet Mapping AI & Automation Excel OCR 🌐 Global Lead Why it ranks:This period: 3 mentions, +100% change, median budget $545. ▲ +100% 3 mentions 21 potential 10 NEW Structured Multi-Tab Excel Extraction from PDF and Word Documents Data & Analytics Python pdfplumber 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $300. ▲ +100% 2 mentions 21 potential 11 ▲108 Multi-Source Database Aggregation and Excel Data Entry Data & Analytics Python pandas 🌐 Global Lead Why it ranks:This period: 2 mentions, 0% change, median budget $400. 2 mentions 8 potential