Idea Miner
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).

18462
Monthly collected tasks
2156
features in current results
1 / 2
Contributing this period / total integrated
3839
Total Mentions This Period
As of 2026-10-12 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
31 ▲2051 Fantasy Novel Beta Reader Content & Writing Literary Analysis Story Development 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $500. — 1 mentions 41 potential 32 ▼772 High-Accuracy Document Transcription and PDF/Image Data Entry Business & Consulting Microsoft Excel Google Sheets 🌐 Global Lead Why it ranks:This period: 1 mentions, -67% change, median budget $300. ▼ -67% 1 mentions 41 potential 33 NEW Launch Digital Product Business Other 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $12. No comparison baseline 1 mentions 41 potential 34 ▲284 Online Educational Course and Lecture Video Post-Production Video & Media Production Adobe Premiere Pro Final Cut Pro 🌐 Global Lead Why it ranks:This period: 4 mentions, +33% change, median budget $48. ▲ +33% 4 mentions 40 potential 35 ▲166 Web-Based CRM Software Development AI & Automation React Node.js 🌐 Global Lead Why it ranks:This period: 3 mentions, 0% change, median budget $84. — 3 mentions 40 potential 36 ▼171 Stylized 3D Character Animation for 30-60s YouTube Shorts Video & Media Production Adobe Animate Blender 🌐 Global Lead Why it ranks:This period: 3 mentions, -57% change, median budget $140. ▼ -57% 3 mentions 40 potential 37 ▼239 Vanilla JavaScript Responsive Portfolio and Typography Catalog Website Web Development HTML5 CSS3 🌐 Global Lead Why it ranks:This period: 2 mentions, -60% change, median budget $400. ▼ -60% 2 mentions 40 potential 38 ▲1141 Cross-Border Enterprise Sales and GTM Pipeline for Analytics Platforms Customer & Sales Salesforce HubSpot 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $20. ▲ +100% 2 mentions 40 potential 39 ▲678 End-to-End Personal Finance Article Series Production Marketing & SEO WordPress Markdown 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $7.5K. — 1 mentions 40 potential 40 ▼601 Senior UI/UX Designer Design & Creative UI/UX Design Principles User Research 🌐 Global Lead Why it ranks:This period: 1 mentions, -50% change, median budget $330. ▼ -50% 1 mentions 40 potential 41 ▲1133 Anthro-Website Homepage Redesign & Bug Fixes Web Development WordPress UI/UX Design 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $140. — 1 mentions 40 potential 42 NEW Complete Website Build From Scratch Web Development 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $84. No comparison baseline 1 mentions 40 potential 43 ▲904 10+ Minute Educational Stickman Animation Video & Media Production Adobe After Effects Moho 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $12. — 1 mentions 40 potential 44 NEW YouTube Video Editing for Devotional and Spiritual Music Channels Video & Media Production Adobe Premiere Pro Adobe After Effects 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $12. No comparison baseline 1 mentions 40 potential 45 ▲677 Academic Study Guide Crowdsourcing and Contributor Intake Pipeline Content & Writing Python FastAPI 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $12. — 1 mentions 40 potential 46 ▲433 Batch Word Document Text Transcription and Character-Level Validation Content & Writing Python python-docx 🌐 Global Lead Why it ranks:This period: 6 mentions, +100% change, median budget $300. ▲ +100% 6 mentions 39 potential 47 ▲486 Sales Partnership Program for Software Development Services Business & Consulting CRM Integration Partner Portal 🌐 Global Lead Why it ranks:This period: 4 mentions, +33% change, median budget $192. ▲ +33% 4 mentions 39 potential 48 NEW Bilingual Conversational Code-Switching Speech Data Collection Workflow AI & Automation WebRTC Web Audio API 🌐 Global Lead Why it ranks:This period: 3 mentions, no comparison baseline, median budget $20. No comparison baseline 3 mentions 39 potential 49 ▲272 Proprietary Legacy Codebase Sourcing for AI Migration and Benchmarking Data & Analytics COBOL Fortran 🌐 Global Lead Why it ranks:This period: 2 mentions, 0% change, median budget $3.5K. — 2 mentions 39 potential 50 ▲1525 Brand Search Engine Autocomplete & SERP Reputation Cleanup Marketing & SEO Google Search Console SEMrush 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $156. ▲ +100% 2 mentions 39 potential 51 ▲903 Hire Mid-Level Sales & Accountant HR & Recruitment Applicant Tracking Systems Recruitment Platforms 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $118. ▲ +100% 2 mentions 39 potential 52 ▲2365 Multilingual Roleplay Chatbot Evaluation and Persona Quality Assurance AI & Automation LLM Evaluation Prompt Engineering 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $48. ▲ +100% 2 mentions 39 potential 53 NEW On-Demand Physical Site Verification and Geotagged Due Diligence Software Development & QA GPS Geotagging EXIF Metadata Parsing 🌐 Global Lead Why it ranks:This period: 2 mentions, no comparison baseline, median budget $45. No comparison baseline 2 mentions 39 potential 54 ▼354 Native Android Development for Realistic Multiplayer Physics Puzzle Game Software Development & QA Unity C# 🌐 Global Lead Why it ranks:This period: 2 mentions, -33% change, median budget $16. ▼ -33% 2 mentions 39 potential 55 ▲2188 Real Estate Land Plot Aerial Drone Video Editing and Cinematic Showcase Video & Media Production DaVinci Resolve Adobe Premiere Pro 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $1.1K. — 1 mentions 39 potential 56 ▼181 Persuasive Product Description Copywriting for Home Goods E-commerce Shopify SurferSEO 🌐 Global Lead Why it ranks:This period: 1 mentions, -50% change, median budget $500. ▼ -50% 1 mentions 39 potential 57 ▲1012 Full Visual Redesign for Established Corporate Website 📋 Brief: worth building Software Development & QA Next.js Tailwind CSS 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $500. — 1 mentions 39 potential 58 ▲516 AI-Powered B2B Real Estate Networking Platform Other Next.js OpenAI API 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $300. — 1 mentions 39 potential 59 NEW Cross-Platform Quick Commerce & On-Demand Grocery Mobile Application Mobile Development Flutter React Native 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $300. No comparison baseline 1 mentions 39 potential 60 ▼990 Meta WhatsApp Business Platform Official Verification and API Setup Software Development & QA Meta Business Manager WhatsApp Business Platform 🌐 Global Lead Why it ranks:This period: 1 mentions, -67% change, median budget $152. ▼ -67% 1 mentions 39 potential