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
5429
features in current results
1 / 2
Contributing this period / total integrated
18513
Total Mentions This Period
As of 2026-10-05 11:00 · 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
2521 — Converting Lovable Web Applications into Native Android Mobile Apps Mobile Development Android Capacitor 🌐 Global Lead Why it ranks:This period: 4 mentions, +100% change, median budget $140. ▲ +100% 4 mentions 30 potential 2522 — Social Media Management Expert Needed Marketing & SEO Social Media Platforms Content Creation Tools 🌐 Global Lead Why it ranks:This period: 4 mentions, +100% change, median budget $112. ▲ +100% 4 mentions 30 potential 2523 — Lead-Driven Social Content Strategy Marketing & SEO LinkedIn Instagram 🌐 Global Lead Why it ranks:This period: 4 mentions, +100% change, median budget $127. ▲ +100% 4 mentions 30 potential 2524 — End-to-End Post-Production for Long-Form Documentary Explainers Video & Media Production Adobe Premiere Pro Adobe After Effects 🌐 Global Lead Why it ranks:This period: 4 mentions, +100% change, median budget $192. ▲ +100% 4 mentions 30 potential 2525 — Immersive 3D Interactive Web Development Web Development Three.js React Three Fiber 🌐 Global Lead Why it ranks:This period: 4 mentions, +100% change, median budget $91. ▲ +100% 4 mentions 30 potential 2526 — Multi-State Commercial Drone Pilot Dispatch and Standardized Aerial Media Capture Logistics & Field Services FAA Part 107 DJI Pilot 2 🌐 Global Lead Why it ranks:This period: 4 mentions, +100% change, median budget $140. ▲ +100% 4 mentions 30 potential 2527 — Full-Scope Travel Videography, Photography, and Social Content Creation Video & Media Production Adobe Premiere Pro DaVinci Resolve 🌐 Global Lead Why it ranks:This period: 4 mentions, +100% change, median budget $109. ▲ +100% 4 mentions 30 potential 2528 — Meta Ads Campaign Audit and Performance Optimization Marketing & SEO Meta Ads Manager Meta Pixel 🌐 Global Lead Why it ranks:This period: 4 mentions, +100% change, median budget $112. ▲ +100% 4 mentions 30 potential 2529 — Indian GeM Portal Government Tender Bidding Consultant Other GeM portal BoQ 🌐 Global Lead Why it ranks:This period: 4 mentions, +100% change, median budget $48. ▲ +100% 4 mentions 30 potential 2530 — Anime Recap and Lore Breakdown Video Editing for YouTube Video & Media Production Adobe Premiere Pro DaVinci Resolve 🌐 Global Lead Why it ranks:This period: 4 mentions, +100% change, median budget $11. ▲ +100% 4 mentions 30 potential 2531 — Mixed-Media Corporate Promotional and Explainer Video Production Video & Media Production Adobe After Effects Adobe Premiere Pro 🌐 Global Lead Why it ranks:This period: 4 mentions, +100% change, median budget $84. ▲ +100% 4 mentions 30 potential 2532 — Photorealistic 3D Exterior Architecture and Landscape Garden Visualization CAD, Architecture & Engineering 3ds Max SketchUp 🌐 Global Lead Why it ranks:This period: 4 mentions, +100% change, median budget $20. ▲ +100% 4 mentions 30 potential 2533 — Google Business Profile Negative Review Removal Marketing & SEO Google Business Profile API Reputation Management Platforms 🌐 Global Lead Why it ranks:This period: 4 mentions, +100% change, median budget $26. ▲ +100% 4 mentions 30 potential 2534 — YouTube Cooking and Recipe Video Editing Video & Media Production Adobe Premiere Pro DaVinci Resolve 🌐 Global Lead Why it ranks:This period: 4 mentions, +100% change, median budget $20. ▲ +100% 4 mentions 30 potential 2535 — Local Researcher Recruitment and Sourcing Platform HR & Recruitment Geolocation Services User Profile Database 🌐 Global Lead Why it ranks:This period: 4 mentions, +100% change, median budget $20. ▲ +100% 4 mentions 30 potential 2536 — Long-Term Legal Document Translation for Niche European Languages Translation & Localization MemoQ SDL Trados 🌐 Global Lead Why it ranks:This period: 4 mentions, +100% change, median budget $13. ▲ +100% 4 mentions 30 potential 2537 — SN7037 固件烧录方案 Software Development & QA C/C++ Python 🌐 Global Lead Why it ranks:This period: 3 mentions, +100% change, median budget $15K. ▲ +100% 3 mentions 30 potential 2538 — Native German End-to-End Outbound B2B Sales and High-Ticket Deal Closing Customer & Sales HubSpot Salesforce 🌐 Global Lead Why it ranks:This period: 3 mentions, +100% change, median budget $321. ▲ +100% 3 mentions 30 potential 2539 — Seasonal Shopify Catalog & Product Detail Page Conversion Optimization E-commerce Shopify Meta Ads 🌐 Global Lead Why it ranks:This period: 3 mentions, +100% change, median budget $2.2K. ▲ +100% 3 mentions 30 potential 2540 — Direct-to-Consumer Sales Promotion for Self-Published Novels Marketing & SEO Meta Ads Manager Mailchimp 🌐 Global Lead Why it ranks:This period: 3 mentions, +100% change, median budget $2.6K. ▲ +100% 3 mentions 30 potential 2541 — CA PE Stamp for EV Charging Plans CAD, Architecture & Engineering Electrical Engineering EV Charging Infrastructure 🌐 Global Lead Why it ranks:This period: 3 mentions, +100% change, median budget $1.1K. ▲ +100% 3 mentions 30 potential 2542 — Realistic Adventure Children's Book Digital Illustration 📋 Brief: worth building Design & Creative Adobe Photoshop Clip Studio Paint 🌐 Global Lead Why it ranks:This period: 3 mentions, +100% change, median budget $1.1K. ▲ +100% 3 mentions 30 potential 2543 — Enhanced Senior Tech Talent Acquisition Platform HR & Recruitment AI/ML Natural Language Processing 🌐 Global Lead Why it ranks:This period: 3 mentions, +100% change, median budget $1.1K. ▲ +100% 3 mentions 30 potential 2544 — Real-Time Multiplayer Online Chess Game Platform Development 📋 Brief: worth building Software Development & QA WebSockets Flutter 🌐 Global Lead Why it ranks:This period: 3 mentions, +100% change, median budget $675. ▲ +100% 3 mentions 30 potential 2545 — Cross-Platform React Application Development with LLM Integration Web Development React.js React Native 🌐 Global Lead Why it ranks:This period: 3 mentions, +100% change, median budget $500. ▲ +100% 3 mentions 30 potential 2546 — EU-Based Sourcing Representation for Offshore Apparel Manufacturers Logistics & Field Services Tech Pack PLM 🌐 Global Lead Why it ranks:This period: 3 mentions, +100% change, median budget $500. ▲ +100% 3 mentions 30 potential 2547 — B2B Tech Sales and Client Acquisition Partner for Software Agencies Customer & Sales LinkedIn Sales Navigator Apollo.io 🌐 Global Lead Why it ranks:This period: 3 mentions, +100% change, median budget $500. ▲ +100% 3 mentions 30 potential 2548 — AI-Powered Scheduling and Job Management SaaS Platform for Plumbers Other Next.js TypeScript 🌐 Global Lead Why it ranks:This period: 3 mentions, +100% change, median budget $300. ▲ +100% 3 mentions 30 potential 2549 — Rescue Custom Guitar Website Launch Customer & Sales Web Development E-commerce 🌐 Global Lead Why it ranks:This period: 3 mentions, +100% change, median budget $1.1K. ▲ +100% 3 mentions 30 potential 2550 — Full-Scale Website Redesign and Feature Enhancement 📋 Brief: worth building Web Development WordPress WooCommerce 🌐 Global Lead Why it ranks:This period: 3 mentions, +100% change, median budget $500. ▲ +100% 3 mentions 30 potential