Idea Miner
Public Demand Signals for Indie Developers · 6 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).

54919
6 Months collected tasks
5428
features in current results
1 / 2
Contributing this period / total integrated
18468
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
2611 — CMS-Integrated Social Snippet and E-Paper Clipping Image Generator for Regional News Portals Content & Writing HTML5 Canvas Puppeteer 🌐 Global Lead Why it ranks:This period: 3 mentions, +100% change, median budget $84. ▲ +100% 3 mentions 30 potential 2612 — Instructional Video Production for WhatsApp Business Operations Training Video & Media Production WhatsApp Business OBS Studio 🌐 Global Lead Why it ranks:This period: 3 mentions, +100% change, median budget $20. ▲ +100% 3 mentions 30 potential 2613 — Cross-Browser Website QA Testing and Functional Bug Reporting Other BrowserStack Chrome DevTools 🌐 Global Lead Why it ranks:This period: 3 mentions, +100% change, median budget $55. ▲ +100% 3 mentions 30 potential 2614 — On-Demand Physical Site Verification and Geotagged Due Diligence Logistics & Field Services EXIF Metadata Extraction GPS Geotagging 🌐 Global Lead Why it ranks:This period: 3 mentions, +100% change, median budget $50. ▲ +100% 3 mentions 30 potential 2615 — Production-Ready Apparel Embroidery Digitizing Other DST Wilcom 🌐 Global Lead Why it ranks:This period: 3 mentions, +100% change, median budget $20. ▲ +100% 3 mentions 30 potential 2616 — Minimalist Retail Product Label Redesign and Packaging Refresh Design & Creative Adobe Illustrator Adobe Photoshop 🌐 Global Lead Why it ranks:This period: 3 mentions, +100% change, median budget $20. ▲ +100% 3 mentions 30 potential 2617 — Cinematic Travel and Lifestyle YouTube Vlog Narrative Video Editing Video & Media Production Adobe Premiere Pro DaVinci Resolve 🌐 Global Lead Why it ranks:This period: 3 mentions, +100% change, median budget $20. ▲ +100% 3 mentions 30 potential 2618 — Spanish YouTube Curiosity and Storytelling Video Post-Production Video & Media Production Adobe Premiere Pro Adobe After Effects 🌐 Global Lead Why it ranks:This period: 3 mentions, +100% change, median budget $20. ▲ +100% 3 mentions 30 potential 2619 — Organic YouTube Watch-Hour Acceleration for YPP Monetization Video & Media Production YouTube Studio YouTube Analytics 🌐 Global Lead Why it ranks:This period: 3 mentions, +100% change, median budget $12. ▲ +100% 3 mentions 30 potential 2620 — On-Site Business Document and Facility Verification in Loughborough Logistics & Field Services GPS Geofencing SDK EXIF Metadata Verification 🌐 Global Lead Why it ranks:This period: 3 mentions, +100% change, median budget $35. ▲ +100% 3 mentions 30 potential 2621 — Gandhinagar Fashion Reel Videography Design & Creative Videography Video Editing 🌐 Global Lead Why it ranks:This period: 3 mentions, +100% change, median budget $12. ▲ +100% 3 mentions 30 potential 2622 — Electromechanical Device Power System Architecture & Circuit Design CAD, Architecture & Engineering Altium Designer LTspice 🌐 Global Lead Why it ranks:This period: 3 mentions, +100% change, median budget $29. ▲ +100% 3 mentions 30 potential 2623 — On-site Physical Verification Feature Logistics & Field Services GPS API Camera API 🌐 Global Lead Why it ranks:This period: 3 mentions, +100% change, median budget $30. ▲ +100% 3 mentions 30 potential 2624 — Localized Cross-Border Litigation and Insolvency Due Diligence Business & Consulting OSINT Public Records Search 🌐 Global Lead Why it ranks:This period: 3 mentions, +100% change, median budget $27. ▲ +100% 3 mentions 30 potential 2625 — Spanish YouTube Tech, Curiosities, and Anime Scriptwriting and Voiceover Content Creation YouTube Platform Audio Production Tools 🌐 Global Lead Why it ranks:This period: 3 mentions, +100% change, median budget $20. ▲ +100% 3 mentions 30 potential 2626 — Established-Account Reddit Community Outreach & Niche Research Marketing & SEO Reddit AutoModerator 🌐 Global Lead Why it ranks:This period: 3 mentions, +100% change, median budget $20. ▲ +100% 3 mentions 30 potential 2627 — Internal Android App Google Play Publishing and Backup Mobile Development Google Play Console Android App Bundle (AAB) 🌐 Global Lead Why it ranks:This period: 3 mentions, +100% change, median budget $12. ▲ +100% 3 mentions 30 potential 2628 — Vodafone Fiji M-Paisa Payment Gateway Integration for E-Commerce Platforms E-commerce Vodafone Fiji M-Paisa API Shopify 🌐 Global Lead Why it ranks:This period: 3 mentions, +100% change, median budget $12. ▲ +100% 3 mentions 30 potential 2629 — Native Spanish Virtual Assistant for Project Coordination Other Notion Loom 🌐 Global Lead Why it ranks:This period: 3 mentions, +100% change, median budget $10. ▲ +100% 3 mentions 30 potential 2630 — Same-Day On-Site Errand and Local Inspection in Oakland Other Google Maps API Twilio SMS 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $7.6K. ▲ +100% 2 mentions 30 potential 2631 — AI-Powered Plumbing SaaS Development 📋 Brief: worth building Other Next.js PostgreSQL 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $7.6K. ▲ +100% 2 mentions 30 potential 2632 — Architectural Drafting for Open-Concept Modern Home CAD, Architecture & Engineering AutoCAD DWG 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $7.5K. ▲ +100% 2 mentions 30 potential 2633 — Odoo Enterprise ERP Migration and Custom CPQ Module Development E-commerce Odoo Python 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $3.9K. ▲ +100% 2 mentions 30 potential 2634 — Custom Claymation Video Ads for Software Startups Video & Media Production Dragonframe Stop Motion 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $3.8K. ▲ +100% 2 mentions 30 potential 2635 — STM32 Real-Time Audio DSP & PCB -- 2 Software Development & QA STM32 CMSIS-DSP 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $2.6K. ▲ +100% 2 mentions 30 potential 2636 — Full-Stack MVP Engineering for Fintech Savings Platforms Finance & Fintech React Node.js 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $2.4K. ▲ +100% 2 mentions 30 potential 2637 — Residential Structural Engineering for Building Permits CAD, Architecture & Engineering AutoCAD Enercalc 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $2.2K. ▲ +100% 2 mentions 30 potential 2638 — On-Site Conference Multimedia Coverage & Rapid Highlight Production Video & Media Production Sony Alpha Canon Cinema EOS 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $2.2K. ▲ +100% 2 mentions 30 potential 2639 — On-Demand Pet Grooming Marketplace MVP Mobile App Development Mobile Development 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $1.5K. ▲ +100% 2 mentions 30 potential 2640 — Android DPC & Web Dashboard Revamp -- 2 Mobile Development Android SDK Kotlin 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $1.5K. ▲ +100% 2 mentions 30 potential