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Public Demand Signals for Indie Developers · 3 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
RAG-Powered AI Document and PDF Chatbot Development 4 Multifunctional AI Customer Support Chatbot Development 2 Enterprise Knowledge Base Architecture & RAG Pipeline Implementation 2 Dedicated AI Engineering Contractor Pool for Agency Scaling 2 Adaptive AI Workout Coach and Fitness Tracking Agent 2
39012
3 Months collected tasks
7
features in current results
1 / 2
Contributing this period / total integrated
15
Total Mentions This Period
As of 2026-09-10 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 — Multifunctional AI Customer Support Chatbot Development 🔥 📋 Brief: worth building AI & Automation Python FastAPI 🌐 Global Lead Why it ranks：This period: 2 mentions, +100% change, median budget $1.5K. ▲ +100% 2 mentions 31 potential 2 — RAG-Powered AI Document and PDF Chatbot Development 🔥 Other Python LlamaIndex 🌐 Global Lead Why it ranks：This period: 4 mentions, +100% change, median budget $300. ▲ +100% 4 mentions 30 potential 3 — Enterprise Knowledge Base Architecture & RAG Pipeline Implementation 🔥 AI & Automation LlamaIndex LangChain 🌐 Global Lead Why it ranks：This period: 2 mentions, +100% change, median budget $220. ▲ +100% 2 mentions 20 potential 4 — Dedicated AI Engineering Contractor Pool for Agency Scaling AI & Automation Python LangChain 🌐 Global Lead Why it ranks：This period: 2 mentions, +100% change, median budget $500. ▲ +100% 2 mentions 19 potential 5 — Adaptive AI Workout Coach and Fitness Tracking Agent AI & Automation Python OpenAI API 🌐 Global Lead Why it ranks：This period: 2 mentions, +100% change, median budget $300. ▲ +100% 2 mentions 19 potential 6 — WhatsApp AI Chatbot for Automated Messaging AI & Automation WhatsApp Business API OpenAI API 🌐 Global Lead Why it ranks：This period: 1 mentions, +100% change, median budget $20. ▲ +100% 1 mentions 9 potential 7 — Legacy AI Automation Audit, Refactoring, and Feature Extension AI & Automation Python n8n 🌐 Global Lead Why it ranks：This period: 2 mentions, +100% change, median budget $1.1K. ▲ +100% 2 mentions —Pending