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).

18262
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
91 NEW 4-Layer ESP32 PCB Optimization and Thermal Simulation CAD, Architecture & Engineering ESP32 LTspice 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $140. No comparison baseline 1 mentions 38 potential 92 ▲318 English-Indonesian Article Translation Content & Writing MTPE Pipeline CAT Tools 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $140. — 1 mentions 38 potential 93 ▼582 Monthly Short-Form Video Editing Retainer for Clinical Practices Video & Media Production Adobe Premiere Pro CapCut 🌐 Global Lead Why it ranks:This period: 1 mentions, -50% change, median budget $140. ▼ -50% 1 mentions 38 potential 94 ▲923 On-Site Shipment Inspection Supervisor in Oupeye Belgium Logistics & Field Services Flutter FastAPI 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $98. — 1 mentions 38 potential 95 ▼67 Permit-Ready Residential Architectural Drafting & Construction Blueprint Package CAD, Architecture & Engineering AutoCAD Autodesk Revit 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $84. — 1 mentions 38 potential 96 ▼835 Commercial Retail Fit-Out and Permit-Ready Construction Documentation Design & Creative AutoCAD Revit 🌐 Global Lead Why it ranks:This period: 1 mentions, -50% change, median budget $84. ▼ -50% 1 mentions 38 potential 97 ▼42 Fact-Checked Short-Form Scriptwriting for Niche Educational Video Content Creation YouTube Shorts Instagram Reels 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $84. — 1 mentions 38 potential 98 ▲1025 Canadian Employment Certificate Credential Verification Business & Consulting Airtable Google Workspace 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $35. — 1 mentions 38 potential 99 NEW Children Animation Style 2D Digital Cartoon Illustration Design & Creative Adobe Illustrator Procreate 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $20. No comparison baseline 1 mentions 38 potential 100 ▲1068 Multi-Channel Print-on-Demand Product Publishing Automation E-commerce Shopify API TikTok Shop API 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $20. — 1 mentions 38 potential 101 NEW Realistic Cinematic Cover Illustration for Mystery Novel 📋 Brief: worth building Design & Creative Adobe Photoshop Procreate 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $19. No comparison baseline 1 mentions 38 potential 102 ▼1615 YouTube Monetization Strategy & AdSense Setup Marketing & SEO YouTube Studio Google AdSense 🌐 Global Lead Why it ranks:This period: 1 mentions, -67% change, median budget $12. ▼ -67% 1 mentions 38 potential 103 ▲902 Google Account & Email Access Recovery Support Software Development & QA Gmail Google Workspace 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $12. — 1 mentions 38 potential 104 ▼144 Evidence-Based Long-Form Health and Wellness Content Writing Content & Writing PubMed Google Docs 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $12. — 1 mentions 38 potential 105 NEW Strict Dietary and Religious Compliance E-commerce Copywriting E-commerce Shopify Amazon Seller Central 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $12. No comparison baseline 1 mentions 38 potential 106 ▲16 Handwritten Notes to PDF Transcription Content & Writing Python PaddleOCR 🌐 Global Lead Why it ranks:This period: 12 mentions, +9% change, median budget $300. ▲ +9% 12 mentions 37 potential 107 ▲4 Google Search Ads Campaign Optimization and PPC Management Marketing & SEO Google Ads Google Tag Manager 🌐 Global Lead Why it ranks:This period: 5 mentions, -29% change, median budget $140. ▼ -29% 5 mentions 37 potential 108 ▲2081 Authority-Driven Off-Page SEO and Editorial Link Acquisition Digital Marketing Ahrefs Semrush 🌐 Global Lead Why it ranks:This period: 4 mentions, +300% change, median budget $220. ▲ +300% 4 mentions 37 potential 109 NEW Off-the-Shelf Multilingual Speech Corpus Procurement and Licensing AI & Automation ASR FFmpeg 🌐 Global Lead Why it ranks:This period: 3 mentions, no comparison baseline, median budget $84. No comparison baseline 3 mentions 37 potential 110 ▲54 Instant Productivity App Dual-Store Release 📋 Brief: worth building Mobile Development Google Play Apple App Store 🌐 Global Lead Why it ranks:This period: 3 mentions, -25% change, median budget $300. ▼ -25% 3 mentions 37 potential 111 NEW Fabrication-Ready 2D Mechanical Drafting and GD&T Detailing CAD, Architecture & Engineering SolidWorks AutoCAD 🌐 Global Lead Why it ranks:This period: 3 mentions, no comparison baseline, median budget $300. No comparison baseline 3 mentions 37 potential 112 NEW Zoho CRM Pipeline Setup and Lead Flow Standardization Customer & Sales Zoho CRM 🌐 Global Lead Why it ranks:This period: 3 mentions, no comparison baseline, median budget $300. No comparison baseline 3 mentions 37 potential 113 ▲2159 High-Performance Interactive Showcase Portfolio Web Development Astro Tailwind CSS 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $500. ▲ +100% 2 mentions 37 potential 114 NEW Web3 Founder Administrative & Launch Operations Support Other Notion Telegram 🌐 Global Lead Why it ranks:This period: 2 mentions, no comparison baseline, median budget $500. No comparison baseline 2 mentions 37 potential 115 NEW Multi-Environment Lifestyle Product Staging for Footwear E-commerce Adobe Lightroom Adobe Photoshop 🌐 Global Lead Why it ranks:This period: 2 mentions, no comparison baseline, median budget $300. No comparison baseline 2 mentions 37 potential 116 NEW Multi-Year ROC Filing Catch-Up & Corporate Tax Compliance Cleanup Finance & Fintech MCA Portal TallyPrime 🌐 Global Lead Why it ranks:This period: 2 mentions, no comparison baseline, median budget $300. No comparison baseline 2 mentions 37 potential 117 NEW Fractional Bookkeeping and Statutory Compliance Management Finance & Fintech Zoho Books Tally Prime 🌐 Global Lead Why it ranks:This period: 2 mentions, no comparison baseline, median budget $156. No comparison baseline 2 mentions 37 potential 118 ▲1589 AI-Driven Personal Financial Independence & Scenario Planning Platform Finance & Fintech Next.js React Native 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $97. ▲ +100% 2 mentions 37 potential 119 NEW B2B Outbound Outreach and Pilot Onboarding for Med Spa AI Solutions Marketing & SEO Apollo.io LinkedIn Sales Navigator 🌐 Global Lead Why it ranks:This period: 2 mentions, no comparison baseline, median budget $84. No comparison baseline 2 mentions 37 potential 120 NEW Residential and ADU Plan Set Reconstruction in Chief Architect CAD, Architecture & Engineering Chief Architect Chief Architect X17 🌐 Global Lead Why it ranks:This period: 2 mentions, no comparison baseline, median budget $77. No comparison baseline 2 mentions 37 potential