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
View all →
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
2311 — Remote IT Infrastructure Support and Helpdesk Administration Other Microsoft Intune Windows Autopilot 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $500. ▲ +100% 2 mentions 30 potential 2312 — In-Country Spanish Digital Nomad Visa Legal Representation and Electronic Lodgment Business & Consulting Mercurio Portal UGE-CE Platform 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $500. ▲ +100% 2 mentions 30 potential 2313 — AI-Powered Cross-Domain Task Prioritization Engine 📋 Brief: worth building Mobile Development Flutter React Native 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $500. ▲ +100% 2 mentions 30 potential 2314 — AI Video Face Transformation and Voice Cloning Integration AI & Automation Python FastAPI 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $500. ▲ +100% 2 mentions 30 potential 2315 — Syrian and Middle East Telecom Engineering Talent Headhunting HR & Recruitment LinkedIn Recruiter ATS 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $500. ▲ +100% 2 mentions 30 potential 2316 — Verified US Corporate C-Level and CEO B2B Contact List Sourcing Marketing & SEO LinkedIn Sales Navigator Apollo.io 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $500. ▲ +100% 2 mentions 30 potential 2317 — Organic Social Media Growth and Community Campaign Management for Mission-Driven Wellness Initiatives Digital Marketing Buffer Canva 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $500. ▲ +100% 2 mentions 30 potential 2318 — Women's Casual Dress and Textile Pattern Design Design & Creative Adobe Illustrator CLO 3D 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $500. ▲ +100% 2 mentions 30 potential 2319 — AI-Powered Personalized Children's Book Generation MVP AI & Automation Next.js FastAPI 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $500. ▲ +100% 2 mentions 30 potential 2320 — Edit 5 Passport Photos Other Adobe Photoshop Affinity Photo 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $500. ▲ +100% 2 mentions 30 potential 2321 — Captive Portal Domain Redirection and Network Routing Fix CAD, Architecture & Engineering Linux Apache 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $500. ▲ +100% 2 mentions 30 potential 2322 — Custom SilverBullet Configuration Development and Maintenance for Social Media Scraping AI & Automation SilverBullet OpenBullet 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $500. ▲ +100% 2 mentions 30 potential 2323 — Compliant Clinical Case Study Sourcing and De-Identification Business & Consulting HIPAA Compliance PubMed 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $500. ▲ +100% 2 mentions 30 potential 2324 — Residential Slab Foundation Structural Evaluation and PE-Stamped Reporting CAD, Architecture & Engineering Structural Engineering AutoCAD 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $500. ▲ +100% 2 mentions 30 potential 2325 — High-Performance Brand Showcase and News Editorial Portal Web Development Next.js Tailwind CSS 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $500. ▲ +100% 2 mentions 30 potential 2326 — Investor-Ready Business Plan and Financial Pro Forma for Residential Construction Contractors Other Microsoft Excel LivePlan 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $500. ▲ +100% 2 mentions 30 potential 2327 — Residential Concrete Structural Engineering & Permitting Drawings CAD, Architecture & Engineering AutoCAD Revit 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $500. ▲ +100% 2 mentions 30 potential 2328 — Commercial Menu Nutritional Compliance and Dietary Audit Business & Consulting USDA FoodData Central Genesis R&D 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $500. ▲ +100% 2 mentions 30 potential 2329 — Multi-Signature Controlled TRC-20 Token Development on TRON Other Solidity TRON 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $500. ▲ +100% 2 mentions 30 potential 2330 — Bank Statement PDF Transaction Extractor and SQLite Ingestion Utility Data & Analytics Python SQLite 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $500. ▲ +100% 2 mentions 30 potential 2331 — Modular Mechanical Razor CAD Prototyping CAD, Architecture & Engineering Autodesk Fusion 360 SolidWorks 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $467. ▲ +100% 2 mentions 30 potential 2332 — Application Codebase Completion vs. Full Website Development Mobile Development React Native Node.js 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $460. ▲ +100% 2 mentions 30 potential 2333 — Multi-Tenant EdTech and Career Marketplace SaaS Platform Web Development Next.js Node.js 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $413. ▲ +100% 2 mentions 30 potential 2334 — Unity 3D Sci-Fi Mobile Endless Runner Game Development Software Development & QA Unity C# 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $400. ▲ +100% 2 mentions 30 potential 2335 — Minimalist Visual-First Storefront for Niche D2C Apparel E-commerce Shopify Liquid 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $400. ▲ +100% 2 mentions 30 potential 2336 — Daily Bookkeeping and Bank Reconciliation in Reckon One Data & Analytics 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $400. ▲ +100% 2 mentions 30 potential 2337 — Full-Stack Developer Needed: Hotel Room Booking Website (with Payment Integration) Web Development 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $400. ▲ +100% 2 mentions 30 potential 2338 — High-Fidelity Layout-Preserving Scanned Document Reconstruction Content & Writing Microsoft Word OCR 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $400. ▲ +100% 2 mentions 30 potential 2339 — Pre-Launch Go-to-Market Strategy for B2B PropTech Platforms Other LinkedIn Sales Navigator HubSpot 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $400. ▲ +100% 2 mentions 30 potential 2340 — End-to-End Theoretical Dissertation Advisory and Academic Editorial Support CAD, Architecture & Engineering LaTeX Overleaf 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $398. ▲ +100% 2 mentions 30 potential