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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
AI Conversational Voice Agent for Automated E-Commerce Order Processing 7 Multilingual Virtual Assistant for Executive Calendar and Scheduling 3 Full-Stack Health and Fitness Marketplace Mobile Application Development 2 Two-Way Google Calendar Sync for Shopify Appointment Bookings 2 Integrated Service Catalog with Real-Time Calendar Booking and Instant Checkout 2
40324
3 Months collected tasks
7
features in current results
1 / 2
Contributing this period / total integrated
20
Total Mentions This Period
As of 2026-09-12 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 — AI Conversational Voice Agent for Automated E-Commerce Order Processing 🔥 AI & Automation Twilio Retell AI 🌐 Global Lead Why it ranks：This period: 7 mentions, +100% change, median budget $84. ▲ +100% 7 mentions 30 potential 2 — Multilingual Virtual Assistant for Executive Calendar and Scheduling 🔥 AI & Automation Google Calendar API Cal.com 🌐 Global Lead Why it ranks：This period: 3 mentions, +100% change, median budget $500. ▲ +100% 3 mentions 29 potential 3 — Full-Stack Health and Fitness Marketplace Mobile Application Development 🔥 Other React Native Node.js 🌐 Global Lead Why it ranks：This period: 2 mentions, +100% change, median budget $3.1K. ▲ +100% 2 mentions 21 potential 4 — Two-Way Google Calendar Sync for Shopify Appointment Bookings E-commerce Shopify Google Calendar API 🌐 Global Lead Why it ranks：This period: 2 mentions, +100% change, median budget $506. ▲ +100% 2 mentions 21 potential 5 — Integrated Service Catalog with Real-Time Calendar Booking and Instant Checkout E-commerce Next.js TypeScript 🌐 Global Lead Why it ranks：This period: 2 mentions, +100% change, median budget $192. ▲ +100% 2 mentions 21 potential 6 — Bollywood Artist Manager & Promoter HR & Recruitment Airtable HubSpot CRM 🌐 Global Lead Why it ranks：This period: 2 mentions, +100% change, median budget $271. ▲ +100% 2 mentions 14 potential 7 — Missed-Call SMS and WhatsApp Booking Automation for Field Services AI & Automation Twilio WhatsApp Business API 🌐 Global Lead Why it ranks：This period: 2 mentions, +100% change, median budget $84. ▲ +100% 2 mentions —Pending