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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).

40442
2 Months collected tasks
5
features in current results
1 / 2
Contributing this period / total integrated
17
Total Mentions This Period
As of 2026-09-28 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 — Inbound AI Voice Agent for Pharmacy Medication Ordering 🔥 AI & Automation Twilio Vapi 🌐 Global Lead Why it ranks：This period: 2 mentions, +100% change, median budget $300. ▲ +100% 2 mentions 31 potential 2 — AI Conversational Voice Agent for Automated E-Commerce Order Processing 🔥 AI & Automation Twilio Retell AI 🌐 Global Lead Why it ranks：This period: 11 mentions, +100% change, median budget $140. ▲ +100% 11 mentions 30 potential 3 — AI Voice Agent for Automated Outbound Sales Cold Calling 🔥 AI & Automation Twilio Vapi 🌐 Global Lead Why it ranks：This period: 1 mentions, 0% change, median budget $84. — 1 mentions 30 potential 4 — Mobile UI/UX Product Design for AI Conversational Voice Coach App Mobile Development Flutter WebRTC 🌐 Global Lead Why it ranks：This period: 2 mentions, +100% change, median budget $3.1K. ▲ +100% 2 mentions 22 potential 5 — AI Voice Phone Assistant and Omnichannel Chatbot Development 📋 Brief: worth building AI & Automation Twilio Voice WebRTC 🌐 Global Lead Why it ranks：This period: 1 mentions, 0% change, median budget $500. — 1 mentions 21 potential