Idea Miner
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Public Demand Signals for Indie Developers · Monthly

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).

18945
Monthly collected tasks
44
features in current results
1 / 2
Contributing this period / total integrated
101
Total Mentions This Period
As of 2026-10-11 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 ▲127 AI Automation System Implementation 🔥 📋 Brief: worth building AI & Automation n8n Claude API 🌐 Global Lead Why it ranks：This period: 4 mentions, +33% change, median budget $220. ▲ +33% 4 mentions 65 potential 2 NEW Generative Engine Optimization (GEO) and AI Search Visibility 🔥 Other Schema.org JSON-LD 🌐 Global Lead Why it ranks：This period: 3 mentions, no comparison baseline, median budget $140. No comparison baseline 3 mentions 49 potential 3 ▲2558 AI-Powered B2B Real Estate Networking Platform 🔥 Other Next.js OpenAI API 🌐 Global Lead Why it ranks：This period: 2 mentions, +100% change, median budget $400. ▲ +100% 2 mentions 39 potential 4 NEW Comprehensive SEO & AI Integration Marketing & SEO Google Analytics Google Search Console 🌐 Global Lead Why it ranks：This period: 1 mentions, no comparison baseline, median budget $50. No comparison baseline 1 mentions 36 potential 5 NEW Automated Proposal Generator and Portfolio Showcase for Zero-History Freelance Profiles Other Python Freelancer API 🌐 Global Lead Why it ranks：This period: 4 mentions, no comparison baseline, median budget $20. No comparison baseline 4 mentions 35 potential 6 NEW Unified Multi-Channel Social and TikTok Shop Operations Automation E-commerce TikTok Shop API Meta Graph API 🌐 Global Lead Why it ranks：This period: 2 mentions, no comparison baseline, median budget $80. No comparison baseline 2 mentions 35 potential 7 NEW AI-Driven Hospitality Email Marketing and Guest Lifecycle Automation AI & Automation OpenAI API Klaviyo 🌐 Global Lead Why it ranks：This period: 5 mentions, no comparison baseline, median budget $500. No comparison baseline 5 mentions 34 potential 8 NEW Long-Form Novel Translation Telegram Bot Pipeline AI & Automation Python Telegram Bot API 🌐 Global Lead Why it ranks：This period: 3 mentions, no comparison baseline, median budget $15. No comparison baseline 3 mentions 33 potential 9 NEW Turnkey Shopify and Amazon Multi-Channel Launch with AI Sales Agent Integration E-commerce Shopify Amazon Seller Central 🌐 Global Lead Why it ranks：This period: 2 mentions, no comparison baseline, median budget $437. No comparison baseline 2 mentions 33 potential 10 NEW AI-Powered Graduate Admissions & Program Recommendation Chatbot AI & Automation Python FastAPI 🌐 Global Lead Why it ranks：This period: 2 mentions, no comparison baseline, median budget $400. No comparison baseline 2 mentions 33 potential 11 NEW Spreadsheet-Driven Batch AI Product Image Pipeline E-commerce Python Google Sheets API 🌐 Global Lead Why it ranks：This period: 2 mentions, no comparison baseline, median budget $84. No comparison baseline 2 mentions 33 potential 12 NEW Retainer-Based Fractional AI Engineering and Rapid Prototyping AI & Automation Python FastAPI 🌐 Global Lead Why it ranks：This period: 1 mentions, no comparison baseline, median budget $2.2K. No comparison baseline 1 mentions 33 potential 13 NEW Last-Mile Full-Stack App Finalization with Agentic AI Integration Mobile Development React React Native 🌐 Global Lead Why it ranks：This period: 1 mentions, no comparison baseline, median budget $1.8K. No comparison baseline 1 mentions 33 potential 14 ▼27 English-to-Indonesian Article Localization and Editorial Translation Content & Writing Python OpenAI API 🌐 Global Lead Why it ranks：This period: 5 mentions, 0% change, median budget $140. — 5 mentions 32 potential 15 ▲264 Upgrading Existing Python Chatbots into Transactional Customer Support Agents AI & Automation Python FastAPI 🌐 Global Lead Why it ranks：This period: 1 mentions, 0% change, median budget $140. — 1 mentions 32 potential 16 NEW Multi-Format Apparel Copywriting and Review Generator E-commerce Shopify OpenAI API 🌐 Global Lead Why it ranks：This period: 3 mentions, no comparison baseline, median budget $84. No comparison baseline 3 mentions 31 potential 17 NEW Conversational Sales Agent for Inbound Qualification and Checkout Handoff AI & Automation OpenAI API Shopify Storefront API 🌐 Global Lead Why it ranks：This period: 2 mentions, no comparison baseline, median budget $292. No comparison baseline 2 mentions 31 potential 18 ▲1910 Automated AI Pipeline for Educational Real Estate Micro-Videos AI & Automation ElevenLabs HeyGen 🌐 Global Lead Why it ranks：This period: 2 mentions, +100% change, median budget $48. ▲ +100% 2 mentions 31 potential 19 NEW AI-Powered Hyper-Local Keyword Clustering & Search Intent Mapping Marketing & SEO Python OpenAI API 🌐 Global Lead Why it ranks：This period: 2 mentions, no comparison baseline, median budget $48. No comparison baseline 2 mentions 31 potential 20 NEW Freelance SaaS Project Bidding and Proposal Outreach Marketing & SEO Upwork API OpenAI API 🌐 Global Lead Why it ranks：This period: 3 mentions, no comparison baseline, median budget $300. No comparison baseline 3 mentions 30 potential 21 ▲1709 Automated AI Lead Qualification and Meeting Scheduling Funnel AI & Automation n8n OpenAI API 🌐 Global Lead Why it ranks：This period: 2 mentions, +100% change, median budget $863. ▲ +100% 2 mentions 30 potential 22 NEW Enterprise n8n Workflow Automation Debugging & Production Hardening 📋 Brief: worth building AI & Automation n8n OpenAI API 🌐 Global Lead Why it ranks：This period: 1 mentions, no comparison baseline, median budget $500. No comparison baseline 1 mentions 30 potential 23 ▼1541 AI-Automated WordPress Website Development and API Integration AI & Automation WordPress PHP 🌐 Global Lead Why it ranks：This period: 1 mentions, -75% change, median budget $500. ▼ -75% 1 mentions 30 potential 24 ▼1872 Custom AI Customer Support Chatbot for WooCommerce Stores 📋 Brief: worth building AI & Automation WordPress WooCommerce 🌐 Global Lead Why it ranks：This period: 1 mentions, -80% change, median budget $300. ▼ -80% 1 mentions 30 potential 25 NEW Full-Stack Next.js Application Development with OpenAI LLM Integration Software Development & QA Next.js React 🌐 Global Lead Why it ranks：This period: 1 mentions, no comparison baseline, median budget $140. No comparison baseline 1 mentions 30 potential 26 ▼985 Cost-Effective AI Discovery Systems and MVP Upgrades for Mission-Driven Startups Web Development Python OpenAI API 🌐 Global Lead Why it ranks：This period: 1 mentions, 0% change, median budget $0. — 1 mentions 30 potential 27 ▲443 Indonesian TikTok Creative Video Scriptwriting and Captions Video & Media Production TikTok Creative Center API OpenAI API 🌐 Global Lead Why it ranks：This period: 3 mentions, +50% change, median budget $500. ▲ +50% 3 mentions 29 potential 28 ▲42 Spanish-Speaking WhatsApp Business Virtual Customer Service Assistant AI & Automation WhatsApp Business API OpenAI API 🌐 Global Lead Why it ranks：This period: 7 mentions, +40% change, median budget $500. ▲ +40% 7 mentions 24 potential 29 ▼96 Remote Executive Virtual Assistant and Administrative Support 📋 Brief: worth building AI & Automation GoHighLevel Make 🌐 Global Lead Why it ranks：This period: 3 mentions, 0% change, median budget $84. — 3 mentions 24 potential 30 NEW Automated Conversational AI Lead Qualification Workflow for GoHighLevel AI & Automation GoHighLevel Meta Lead Ads 🌐 Global Lead Why it ranks：This period: 2 mentions, no comparison baseline, median budget $12. No comparison baseline 2 mentions 23 potential
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