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).

17893
Monthly collected tasks
2066
features in current results
1 / 2
Contributing this period / total integrated
3608
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
121 ▲814 Overnight Petroleum Logistics Dispatch and Fleet Operations Management Logistics & Field Services TMS GPS Fleet Telemetry 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $1.4K. — 1 mentions 37 potential 122 ▲1248 Comprehensive Web Application and Network Penetration Testing Software Development & QA Burp Suite Nmap 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $545. — 1 mentions 37 potential 123 NEW AI-Powered Short-Form Product Video Ad Generation AI & Automation Runway Kling AI 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $512. No comparison baseline 1 mentions 37 potential 124 ▼883 Certified Residential Foundation Structural Inspection and Permitting Sign-off CAD, Architecture & Engineering AutoCAD Revit 🌐 Global Lead Why it ranks:This period: 1 mentions, -80% change, median budget $500. ▼ -80% 1 mentions 37 potential 125 ▲900 Automated Rental Check-in Sync Bridge for Home Assistant AI & Automation Home Assistant REST API 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $500. — 1 mentions 37 potential 126 ▼823 Android Companion Booking and On-Demand Talent Directory App Other Flutter Kotlin 🌐 Global Lead Why it ranks:This period: 1 mentions, -67% change, median budget $300. ▼ -67% 1 mentions 37 potential 127 ▲1967 Multi-Platform Visual Asset Retouching and Video Finishing Video & Media Production Adobe Photoshop Adobe Lightroom 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $300. — 1 mentions 37 potential 128 ▲905 Actionable Student Wellness and Motivation Content Writing Content & Writing Substack WordPress 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $300. — 1 mentions 37 potential 129 ▲907 Multi-Environment Lifestyle Product Staging for Footwear E-commerce Adobe Lightroom Adobe Photoshop 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $300. — 1 mentions 37 potential 130 ▲1484 High-Fidelity Raster-to-Vector Conversion for Print Production Design & Creative Adobe Illustrator Inkscape 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $140. — 1 mentions 37 potential 131 ▲795 Niche MMORPG Gameplay and SEO Guide Production Marketing & SEO Ahrefs SurferSEO 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $140. — 1 mentions 37 potential 132 ▼1372 Digital Download E-Commerce Store with Recurring Subscription Paywalls Other Next.js Stripe 🌐 Global Lead Why it ranks:This period: 1 mentions, -75% change, median budget $84. ▼ -75% 1 mentions 37 potential 133 ▲383 B2B Lead Generation Specialist for Web Development AI & Automation Apollo.io LinkedIn Sales Navigator 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $84. — 1 mentions 37 potential 134 ▲521 End-to-End Google Play Store Publishing and Policy Compliance Mobile Development Google Play Console Android App Bundle (AAB) 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $84. — 1 mentions 37 potential 135 ▲1087 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: 1 mentions, 0% change, median budget $84. — 1 mentions 37 potential 136 NEW Enterprise-Grade VAPT and Compliance Security Assessment Software Development & QA Burp Suite Nessus 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $36. No comparison baseline 1 mentions 37 potential 137 NEW On-Demand Physical Address and Entity Field Auditing Business & Consulting EXIF Metadata Parsing GPS Timestamp Watermarking 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $35. No comparison baseline 1 mentions 37 potential 138 ▲1058 Auditable Trade Contractor Lead Sourcing from Public Licensing Registries Data & Analytics Python Playwright 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $21. — 1 mentions 37 potential 139 NEW Employment History Check with Geo-tagged Site Visit Pictures Software Development & QA Mobile Application Development GPS 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $20. No comparison baseline 1 mentions 37 potential 140 ▲765 Unified Multi-Asset Trading Terminal with Embedded TradingView Finance & Fintech TradingView Charting Library WebSocket 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $12. — 1 mentions 37 potential 141 ▲1211 High-Retention Educational Short-Form Video Post-Production Video & Media Production Adobe Premiere Pro CapCut 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $12. — 1 mentions 37 potential 142 ▲430 Local Operations and Reverse Logistics for Cross-Border E-Commerce in Mexico E-commerce Mercado Libre API Shopify 🌐 Global Lead Why it ranks:This period: 8 mentions, +167% change, median budget $500. ▲ +167% 8 mentions 36 potential 143 ▼30 Instagram Organic Follower Growth and High-Ticket Monetization Strategy Digital Marketing Instagram Platform Content Creation Tools 🌐 Global Lead Why it ranks:This period: 5 mentions, -50% change, median budget $84. ▼ -50% 5 mentions 36 potential 144 ▲1642 Comprehensive Brand Identity System for Electronics Repair and Parts Retailers Design & Creative Adobe Illustrator Figma 🌐 Global Lead Why it ranks:This period: 4 mentions, +300% change, median budget $98. ▲ +300% 4 mentions 36 potential 145 NEW White-Label Backend and Data Engineering Capacity for IT Agencies CAD, Architecture & Engineering Python PostgreSQL 🌐 Global Lead Why it ranks:This period: 3 mentions, no comparison baseline, median budget $500. No comparison baseline 3 mentions 36 potential 146 ▲2065 AI-Generated Short-Form Commercial Video Production AI & Automation Runway Gen-3 Kling AI 🌐 Global Lead Why it ranks:This period: 3 mentions, +200% change, median budget $152. ▲ +200% 3 mentions 36 potential 147 ▲1861 B2B SaaS Project Tracking Dashboard Redesign Design & Creative Figma Design Systems 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $604. ▲ +100% 2 mentions 36 potential 148 ▼287 Technical and On-Page SEO Overhaul for Organic Visibility Marketing & SEO Google Search Console Screaming Frog 🌐 Global Lead Why it ranks:This period: 2 mentions, -67% change, median budget $335. ▼ -67% 2 mentions 36 potential 149 ▲2063 Adaptable Multi-Purpose Website Architecture Web Development WordPress Webflow 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $192. ▲ +100% 2 mentions 36 potential 150 NEW Commission-Based Client Acquisition Specialist for Web Development Agency Web Development JavaScript HTML/CSS 🌐 Global Lead Why it ranks:This period: 2 mentions, no comparison baseline, median budget $156. No comparison baseline 2 mentions 36 potential