Idea Miner
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).

54914
3 Months collected tasks
5428
features in current results
1 / 2
Contributing this period / total integrated
18463
Total Mentions This Period
As of 2026-10-05 03:00 · 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.
Research & experiments · Evidence and limitations
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Bitbucket Docker Pipeline: Build and Smoke-Test an Image

Who this is for:Developers adding a Docker smoke test to Bitbucket Pipelines

  • Local build and HTTP marker checks passed.
  • Missing route and missing COPY source both failed as expected.
  • Bitbucket Cloud execution and registry push remain untested.

Not yet verified:Bitbucket Cloud execution, registry push and deployment remain untested.

Read the full test →
A Real Test of Three Synthetic PDFs: Where the Default Configuration Fails

Who this is for:Developers handling recurring PDF-to-spreadsheet work

  • Clean single-page tables: pdfplumber and pymupdf extract them perfectly in ~65ms -- off-the-shelf libraries already clear a high bar for this specific slice.
  • Cross-page tables: none of the libraries stitch pages automatically. camelot's lattice mode got all 276 cells right; pdfplumber/pymupdf each truncated 11 cells, traced to the test document's own too-narrow column, not a general few-point overflow.
  • Scanned tables: text-based libraries return nothing; adding OCR got 22/24 cells right but took 4.44s -- markedly slower, on a different input than the digital-text cases.

Not yet verified:Three synthetic documents cannot establish accuracy on customer files or willingness to pay.

Read the full test →
Physical Business Verification: What the Public Postings Show, and What Three Technical Checks Don't Prove

Who this is for:Builders evaluating field-verification workflows

  • Confirmis's own website claims 6,000+ trained verifiers already exist -- directly contradicting an earlier draft's 'no standing network' assumption, which has since been corrected.
  • Three passive technical checks (geocoding, EXIF GPS, image tamper detection) each have real, testable limits -- including one confirmed directly: forging GPS coordinates with a free command-line tool took under half a second and completely fooled the location check.
  • None of the three checks tested, alone or combined, supports a 'fraud-resistant' product claim.

Not yet verified:The tested checks do not establish fraud resistance; why such tasks keep being posted publicly remains unknown.

Read the full test →
Time rangeAggregated across the most recent complete periods
Tech Stack AI/LLM React Python
Competitive landscape All Blue ocean Red ocean
Rank Common Demand Feature Trend (MoM) Mentions Potential Score 30-Day Trend
2551 — Integrated Landscape & Planting Plan Design Tool Design & Creative CAD GIS 🌐 Global Lead Why it ranks:This period: 3 mentions, +100% change, median budget $500. ▲ +100% 3 mentions 30 potential 2552 — End-to-End Cross-Platform Mobile Application Development for iOS and Android Mobile Development Flutter React Native 🌐 Global Lead Why it ranks:This period: 3 mentions, +100% change, median budget $300. ▲ +100% 3 mentions 30 potential 2553 — PhD Thesis Writing and Editing Support CAD, Architecture & Engineering LaTeX Microsoft Word 🌐 Global Lead Why it ranks:This period: 3 mentions, +100% change, median budget $675. ▲ +100% 3 mentions 30 potential 2554 — Building Structural Load-Bearing and Stress Analysis CAD, Architecture & Engineering ETABS SAP2000 🌐 Global Lead Why it ranks:This period: 3 mentions, +100% change, median budget $305. ▲ +100% 3 mentions 30 potential 2555 — E-Commerce Catalog Scraping and Marketplace Listing Automation E-commerce Python Playwright 🌐 Global Lead Why it ranks:This period: 3 mentions, +100% change, median budget $675. ▲ +100% 3 mentions 30 potential 2556 — Evidence-Backed Conversational Fitness Content Writing Content & Writing PubMed WordPress 🌐 Global Lead Why it ranks:This period: 3 mentions, +100% change, median budget $500. ▲ +100% 3 mentions 30 potential 2557 — Custom FPGA Firmware for PCIe Hardware Emulation and Device Spoofing Software Development & QA FPGA PCIe 🌐 Global Lead Why it ranks:This period: 3 mentions, +100% change, median budget $545. ▲ +100% 3 mentions 30 potential 2558 — Enterprise n8n Workflow Automation Debugging & Production Hardening 📋 Brief: worth building AI & Automation n8n OpenAI API 🌐 Global Lead Why it ranks:This period: 3 mentions, +100% change, median budget $500. ▲ +100% 3 mentions 30 potential 2559 — Remote IT Infrastructure Support and Helpdesk Administration Other Microsoft Intune Windows Autopilot 🌐 Global Lead Why it ranks:This period: 3 mentions, +100% change, median budget $500. ▲ +100% 3 mentions 30 potential 2560 — Verified US Corporate C-Level and CEO B2B Contact List Sourcing Marketing & SEO LinkedIn Sales Navigator Apollo.io 🌐 Global Lead Why it ranks:This period: 3 mentions, +100% change, median budget $500. ▲ +100% 3 mentions 30 potential 2561 — Epidemiological Research Manuscript Drafting & Journal Submission Support Content & Writing STROBE Guidelines EndNote 🌐 Global Lead Why it ranks:This period: 3 mentions, +100% change, median budget $500. ▲ +100% 3 mentions 30 potential 2562 — Architectural Drafting Service for House Extensions CAD, Architecture & Engineering Web Platform Frontend Framework 🌐 Global Lead Why it ranks:This period: 3 mentions, +100% change, median budget $500. ▲ +100% 3 mentions 30 potential 2563 — Commission-Based Sales and Deal Sourcing Partnership for Freelance Developers Other React Native Flutter 🌐 Global Lead Why it ranks:This period: 3 mentions, +100% change, median budget $84. ▲ +100% 3 mentions 30 potential 2564 — 3D Character Animation for Original Narrative IP and Music Videos Video & Media Production Blender Autodesk Maya 🌐 Global Lead Why it ranks:This period: 3 mentions, +100% change, median budget $140. ▲ +100% 3 mentions 30 potential 2565 — Unity 3D Sci-Fi Mobile Endless Runner Game Development Software Development & QA Unity C# 🌐 Global Lead Why it ranks:This period: 3 mentions, +100% change, median budget $370. ▲ +100% 3 mentions 30 potential 2566 — AI-Powered Administrative Workflow Automation with Claude 📋 Brief: worth building AI & Automation Anthropic Claude API Microsoft 365 🌐 Global Lead Why it ranks:This period: 3 mentions, +100% change, median budget $330. ▲ +100% 3 mentions 30 potential 2567 — Automated Martingale Expert Advisor for MetaTrader 5 📋 Brief: worth building AI & Automation MQL5 MetaTrader 5 🌐 Global Lead Why it ranks:This period: 3 mentions, +100% change, median budget $500. ▲ +100% 3 mentions 30 potential 2568 — Applied AI/ML Algorithm Engineering and Mathematical Research Other Python C++ 🌐 Global Lead Why it ranks:This period: 3 mentions, +100% change, median budget $500. ▲ +100% 3 mentions 30 potential 2569 — Localized Study Skills and Digital Productivity Content for Secondary Students Content & Writing Google Docs Google Workspace 🌐 Global Lead Why it ranks:This period: 3 mentions, +100% change, median budget $500. ▲ +100% 3 mentions 30 potential 2570 — Educational Mobile App Conceptualization and MVP Development Mobile Development Flutter React Native 🌐 Global Lead Why it ranks:This period: 3 mentions, +100% change, median budget $500. ▲ +100% 3 mentions 30 potential 2571 — Women's Casual Dress and Textile Pattern Design Design & Creative Adobe Illustrator CLO 3D 🌐 Global Lead Why it ranks:This period: 3 mentions, +100% change, median budget $500. ▲ +100% 3 mentions 30 potential 2572 — Meta Ads Agency Account Supply and Business Manager Asset Management Marketing & SEO Meta Ads Manager Meta Business Manager 🌐 Global Lead Why it ranks:This period: 3 mentions, +100% change, median budget $330. ▲ +100% 3 mentions 30 potential 2573 — Student-Oriented STEM Content Creation and Scientific Simplification Content & Writing Flesch-Kincaid Hemingway Editor 🌐 Global Lead Why it ranks:This period: 3 mentions, +100% change, median budget $300. ▲ +100% 3 mentions 30 potential 2574 — Full-Stack Next.js Application Development with OpenAI LLM Integration Software Development & QA Next.js React 🌐 Global Lead Why it ranks:This period: 3 mentions, +100% change, median budget $300. ▲ +100% 3 mentions 30 potential 2575 — Daily Accounts Payable and Receivable Bookkeeping Services Finance & Fintech Tally Prime Microsoft Excel 🌐 Global Lead Why it ranks:This period: 3 mentions, +100% change, median budget $300. ▲ +100% 3 mentions 30 potential 2576 — Active Telegram Community Management and Daily Engagement Operations Marketing & SEO Telegram Combot 🌐 Global Lead Why it ranks:This period: 3 mentions, +100% change, median budget $300. ▲ +100% 3 mentions 30 potential 2577 — Full-Funnel Meta Advertising and E-Commerce Conversion Optimization Marketing & SEO Meta Ads Manager Meta Conversions API 🌐 Global Lead Why it ranks:This period: 3 mentions, +100% change, median budget $300. ▲ +100% 3 mentions 30 potential 2578 — Derma-Cosmetics Shopify Store Build and Merchant Center Compliance Other Shopify Liquid 🌐 Global Lead Why it ranks:This period: 3 mentions, +100% change, median budget $300. ▲ +100% 3 mentions 30 potential 2579 — Long-Form YouTube Comedic Storytelling Video Editing and Production Video & Media Production Adobe Premiere Pro Adobe After Effects 🌐 Global Lead Why it ranks:This period: 3 mentions, +100% change, median budget $300. ▲ +100% 3 mentions 30 potential 2580 — Scalable n8n AI Workflow Automation and Social Media Pipelines AI & Automation n8n JavaScript 🌐 Global Lead Why it ranks:This period: 3 mentions, +100% change, median budget $152. ▲ +100% 3 mentions 30 potential