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Public Demand Signals for Indie Developers · 2 Months

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).

This Period's Top Features
Centralized AI-Augmented Operations Management Platform 3 Long-Form Novel Translation Telegram Bot Pipeline 3 Production Reliability Engineering and Orchestration for Autonomous AI Agent Fleets 2 Write & Publish 1800 Blog Articles with ChatGPT (3 Blog Article per day on 20 Blogs) 2 Automated AI Short-Form Video Pipeline for YouTube and Social Channels 2
40438
2 Months collected tasks
6
features in current results
1 / 2
Contributing this period / total integrated
14
Total Mentions This Period
As of 2026-10-04 19:00 · 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 — Production Reliability Engineering and Orchestration for Autonomous AI Agent Fleets 🔥 AI & Automation Python FastAPI 🌐 Global Lead Why it ranks：This period: 2 mentions, +100% change, median budget $2.0K. ▲ +100% 2 mentions 29 potential 2 — Write & Publish 1800 Blog Articles with ChatGPT (3 Blog Article per day on 20 Blogs) 🔥 AI & Automation WordPress REST API OpenAI API 🌐 Global Lead Why it ranks：This period: 2 mentions, +100% change, median budget $152. ▲ +100% 2 mentions 29 potential 3 — Automated AI Short-Form Video Pipeline for YouTube and Social Channels 🔥 AI & Automation Python FFmpeg 🌐 Global Lead Why it ranks：This period: 2 mentions, +100% change, median budget $700. ▲ +100% 2 mentions 21 potential 4 — Centralized AI-Augmented Operations Management Platform Other FastAPI React 🌐 Global Lead Why it ranks：This period: 3 mentions, +100% change, median budget $500. ▲ +100% 3 mentions 20 potential 5 — AI News Pipeline Automation For Wordpress News Site AI & Automation WordPress REST API Python 🌐 Global Lead Why it ranks：This period: 2 mentions, +100% change, median budget $112. ▲ +100% 2 mentions 20 potential 6 — Long-Form Novel Translation Telegram Bot Pipeline AI & Automation Python Telegram Bot API 🌐 Global Lead Why it ranks：This period: 3 mentions, +100% change, median budget $15. ▲ +100% 3 mentions —Pending