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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
Spanish-Speaking WhatsApp Business Virtual Customer Service Assistant 16 Professional Business Proposal and Translation Document Writing 16 AI Automation System Implementation 11 English-to-Indonesian Article Localization and Editorial Translation 11 Remote Executive Virtual Assistant and Administrative Support 8
58311
3 Months collected tasks
81
features in current results
1 / 2
Contributing this period / total integrated
273
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 — AI Automation System Implementation 🔥 📋 Brief: worth building AI & Automation n8n Claude API 🌐 Global Lead Why it ranks：This period: 11 mentions, +100% change, median budget $300. ▲ +100% 11 mentions 65 potential 2 — Generative Engine Optimization (GEO) and AI Search Visibility 🔥 Other Schema.org JSON-LD 🌐 Global Lead Why it ranks：This period: 5 mentions, +100% change, median budget $84. ▲ +100% 5 mentions 49 potential 3 — AI-Powered B2B Real Estate Networking Platform 🔥 Other Next.js OpenAI API 🌐 Global Lead Why it ranks：This period: 4 mentions, +100% change, median budget $315. ▲ +100% 4 mentions 39 potential 4 — True-False Natural Science Quiz Question Bank Creation Content & Writing Python OpenAI API 🌐 Global Lead Why it ranks：This period: 2 mentions, +100% change, median budget $260. ▲ +100% 2 mentions 38 potential 5 — Professional Product Descriptions Needed E-commerce Shopify Amazon Seller Central 🌐 Global Lead Why it ranks：This period: 2 mentions, +100% change, median budget $52. ▲ +100% 2 mentions 38 potential 6 — Comprehensive SEO & AI Integration Marketing & SEO Google Analytics Google Search Console 🌐 Global Lead Why it ranks：This period: 3 mentions, +100% change, median budget $84. ▲ +100% 3 mentions 36 potential 7 — Full-Stack AI Matchmaking Platform Development with Next.js and LLMs AI & Automation Next.js React 🌐 Global Lead Why it ranks：This period: 2 mentions, +100% change, median budget $400. ▲ +100% 2 mentions 36 potential 8 — Automated Proposal Generator and Portfolio Showcase for Zero-History Freelance Profiles Other Python Freelancer API 🌐 Global Lead Why it ranks：This period: 6 mentions, +100% change, median budget $20. ▲ +100% 6 mentions 35 potential 9 — Advanced SEO & AI-Powered Search Optimisation Other Google Search Console Semrush 🌐 Global Lead Why it ranks：This period: 3 mentions, +100% change, median budget $300. ▲ +100% 3 mentions 35 potential 10 — Unified Multi-Channel Social and TikTok Shop Operations Automation E-commerce TikTok Shop API Meta Graph API 🌐 Global Lead Why it ranks：This period: 3 mentions, +100% change, median budget $140. ▲ +100% 3 mentions 35 potential 11 — AI-Driven Hospitality Email Marketing and Guest Lifecycle Automation AI & Automation OpenAI API Klaviyo 🌐 Global Lead Why it ranks：This period: 5 mentions, +100% change, median budget $500. ▲ +100% 5 mentions 34 potential 12 — 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 33 potential 13 — Retainer-Based Fractional AI Engineering and Rapid Prototyping AI & Automation Python FastAPI 🌐 Global Lead Why it ranks：This period: 2 mentions, +100% change, median budget $2.2K. ▲ +100% 2 mentions 33 potential 14 — Last-Mile Full-Stack App Finalization with Agentic AI Integration Mobile Development React React Native 🌐 Global Lead Why it ranks：This period: 2 mentions, +100% change, median budget $1.5K. ▲ +100% 2 mentions 33 potential 15 — 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, +100% change, median budget $437. ▲ +100% 2 mentions 33 potential 16 — AI-Powered Graduate Admissions & Program Recommendation Chatbot AI & Automation Python FastAPI 🌐 Global Lead Why it ranks：This period: 2 mentions, +100% change, median budget $400. ▲ +100% 2 mentions 33 potential 17 — Spreadsheet-Driven Batch AI Product Image Pipeline E-commerce Python Google Sheets API 🌐 Global Lead Why it ranks：This period: 2 mentions, +100% change, median budget $84. ▲ +100% 2 mentions 33 potential 18 — English-to-Indonesian Article Localization and Editorial Translation Content & Writing Python OpenAI API 🌐 Global Lead Why it ranks：This period: 11 mentions, +100% change, median budget $140. ▲ +100% 11 mentions 32 potential 19 — Upgrading Existing Python Chatbots into Transactional Customer Support Agents AI & Automation Python FastAPI 🌐 Global Lead Why it ranks：This period: 3 mentions, +100% change, median budget $140. ▲ +100% 3 mentions 32 potential 20 — Custom Windows Desktop AI Personal Assistant Development in Python 📋 Brief: worth building AI & Automation Python pywin32 🌐 Global Lead Why it ranks：This period: 3 mentions, +100% change, median budget $300. ▲ +100% 3 mentions 31 potential 21 — Multi-Format Apparel Copywriting and Review Generator E-commerce Shopify OpenAI API 🌐 Global Lead Why it ranks：This period: 3 mentions, +100% change, median budget $84. ▲ +100% 3 mentions 31 potential 22 — Automated AI Pipeline for Educational Real Estate Micro-Videos AI & Automation ElevenLabs HeyGen 🌐 Global Lead Why it ranks：This period: 3 mentions, +100% change, median budget $12. ▲ +100% 3 mentions 31 potential 23 — 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 24 — GoHighLevel and AI Agent Automation Development Software Development & QA GoHighLevel OpenAI API 🌐 Global Lead Why it ranks：This period: 2 mentions, +100% change, median budget $500. ▲ +100% 2 mentions 31 potential 25 — 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, +100% change, median budget $292. ▲ +100% 2 mentions 31 potential 26 — AI-Driven Workflow Development for Travel Company -- 2 AI & Automation WhatsApp Business API Telegram Bot API 🌐 Global Lead Why it ranks：This period: 2 mentions, +100% change, median budget $192. ▲ +100% 2 mentions 31 potential 27 — WhatsApp Business AI Agent and Quoting Integration Reconnection AI & Automation WhatsApp Business Cloud API OpenAI API 🌐 Global Lead Why it ranks：This period: 2 mentions, +100% change, median budget $146. ▲ +100% 2 mentions 31 potential 28 — AI Agent Content Pipeline AI & Automation Python LangGraph 🌐 Global Lead Why it ranks：This period: 2 mentions, +100% change, median budget $76. ▲ +100% 2 mentions 31 potential 29 — AI-Powered Hyper-Local Keyword Clustering & Search Intent Mapping Marketing & SEO Python OpenAI API 🌐 Global Lead Why it ranks：This period: 2 mentions, +100% change, median budget $48. ▲ +100% 2 mentions 31 potential 30 — Custom AI Customer Support Chatbot for WooCommerce Stores 📋 Brief: worth building AI & Automation WordPress WooCommerce 🌐 Global Lead Why it ranks：This period: 6 mentions, +100% change, median budget $192. ▲ +100% 6 mentions 30 potential
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