Idea Miner
Public Demand Signals for Indie Developers · 2 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).

Top Feature Mention Trend Site Verifier Management Platform →
39805
2 Months collected tasks
4726
features in current results
1 / 2
Contributing this period / total integrated
13672
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
2401 — Lot-Level Inventory and Real-Time Profit Tracking System Other PostgreSQL Node.js 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $156. ▲ +100% 2 mentions 30 potential 2402 — Production-Ready Full-Stack SaaS MVP with Flask Web Development Python Flask 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $156. ▲ +100% 2 mentions 30 potential 2403 — Authentic Regional Performing Arts Field Documentation and Archiving Business & Consulting Audio Transcription Qualitative Field Research 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $156. ▲ +100% 2 mentions 30 potential 2404 — Cinematic Edutainment Video Editing for Long-Form Content Video & Media Production Adobe Premiere Pro DaVinci Resolve 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $156. ▲ +100% 2 mentions 30 potential 2405 — Sports Media WordPress Website Development with GeneratePress Other WordPress GeneratePress 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $155. ▲ +100% 2 mentions 30 potential 2406 — US Job Board Search and Application Submission Assistant AI & Automation Python Playwright 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $155. ▲ +100% 2 mentions 30 potential 2407 — Emergency WooCommerce Performance and Checkout Speed Remediation Software Development & QA WordPress WooCommerce 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $150. ▲ +100% 2 mentions 30 potential 2408 — Modern C++ Windows Desktop Employee Records Management System Software Development & QA C++ Qt 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $146. ▲ +100% 2 mentions 30 potential 2409 — Hybrid C++/Python Linux Desktop Automation Utility Software Development & QA C++ Python 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $146. ▲ +100% 2 mentions 30 potential 2410 — Native Vietnamese Voice Recording and Audio Annotation for AI Training AI & Automation Audacity Praat 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $140. ▲ +100% 2 mentions 30 potential 2411 — On-Demand Amateur Sports Action Photography Video & Media Production Adobe Lightroom High-Speed Shutter Tracking 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $140. ▲ +100% 2 mentions 30 potential 2412 — TRON TRC-20 Smart Contract & Custom Token Development Finance & Fintech Solidity TRON 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $140. ▲ +100% 2 mentions 30 potential 2413 — Multi-User Cloud Remote Terminal Setup for QuickBooks Desktop Software Development & QA QuickBooks Enterprise Windows Server 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $140. ▲ +100% 2 mentions 30 potential 2414 — Litify Document Merge Template Repair and Automation Software Development & QA Litify Salesforce 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $140. ▲ +100% 2 mentions 30 potential 2415 — Data-Driven Google App Campaigns for Subscription-Based Android Apps Mobile Development Google Ads Google App Campaigns 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $140. ▲ +100% 2 mentions 30 potential 2416 — Residential Architectural Presentation Board and Layout Design CAD, Architecture & Engineering Adobe InDesign Adobe Photoshop 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $140. ▲ +100% 2 mentions 30 potential 2417 — Crowdsourced Geo-Targeted Email Deliverability and Mobile QA Testing Marketing & SEO Gmail Mobile iOS Mail 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $140. ▲ +100% 2 mentions 30 potential 2418 — Custom Step-Down Thread Adapters for Pipe-to-Broom Couplings CAD, Architecture & Engineering CAD Modeling 3D Printing 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $140. ▲ +100% 2 mentions 30 potential 2419 — Custom Voice Cloning and Dubbing for Conference Keynotes AI & Automation ElevenLabs RVC 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $140. ▲ +100% 2 mentions 30 potential 2420 — Dedicated Technical Talent Sourcing on a Low-Cost Weekly Retainer HR & Recruitment LinkedIn Recruiter GitHub Talent Search 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $140. ▲ +100% 2 mentions 30 potential 2421 — Engaging SaaS Launch & Explainer Video Production Video & Media Production Adobe After Effects Adobe Premiere Pro 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $140. ▲ +100% 2 mentions 30 potential 2422 — Multi-Major-Version Drupal 8 to 11 Core Upgrade and Modernization Other Drupal 8 Drupal 11 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $140. ▲ +100% 2 mentions 30 potential 2423 — Hybrid Organic & Paid Customer Acquisition Engine for Digital Lending Platforms Marketing & SEO Google Search Console Google Ads 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $138. ▲ +100% 2 mentions 30 potential 2424 — AI-Driven Commodity Intelligence Tool Development Finance & Fintech Python FastAPI 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $135. ▲ +100% 2 mentions 30 potential 2425 — Exact Real-World Van and Passenger Bus 3D Vehicle Modeling CAD, Architecture & Engineering Blender Autodesk Maya 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $127. ▲ +100% 2 mentions 30 potential 2426 — GA Drawing and Steel Fabrication Package Other Tekla Structures Autodesk Advance Steel 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $116. ▲ +100% 2 mentions 30 potential 2427 — WordPress Multi-Vertical News Portal with Custom Taxonomy Architecture Web Development WordPress PHP 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $112. ▲ +100% 2 mentions 30 potential 2428 — Corporate Directory Web Scraping and Structured Excel Data Extraction AI & Automation Python BeautifulSoup 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $112. ▲ +100% 2 mentions 30 potential 2429 — Technical SEO Audit and Performance Optimization for Google Rankings Web Development SEO 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $112. ▲ +100% 2 mentions 30 potential 2430 — YouTube Channel Subscriber Growth and Audience Retention Strategy Video & Media Production YouTube Studio Analytics VidIQ 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $112. ▲ +100% 2 mentions 30 potential