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
2371 — Performance User Acquisition & ASO Scaling for Android Utility Apps Marketing & SEO Google Play Console Google Ads (UAC) 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $292. ▲ +100% 2 mentions 30 potential 2372 — Verbatim Text Extraction and Proofreading from Scanned Documents Data & Analytics OCR Tesseract 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $292. ▲ +100% 2 mentions 30 potential 2373 — Commission-Based Sales Partnership for Web Development Agency Web Development 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $290. ▲ +100% 2 mentions 30 potential 2374 — Turnkey 4K Documentary and History YouTube Video Editing Pipeline Video & Media Production Adobe Premiere Pro Adobe After Effects 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $281. ▲ +100% 2 mentions 30 potential 2375 — On-the-Ground High-Tech Hardware Sourcing and Factory Compliance Auditing CAD, Architecture & Engineering ERP Systems BOM Analysis Tools 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $260. ▲ +100% 2 mentions 30 potential 2376 — Derma-Cosmetics Shopify Store Build and Merchant Center Compliance Other Shopify Liquid 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $260. ▲ +100% 2 mentions 30 potential 2377 — Editorial Video Post-Production for Analytical and Philosophical Essays Video & Media Production Adobe Premiere Pro DaVinci Resolve 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $256. ▲ +100% 2 mentions 30 potential 2378 — Cost-Effective AI Discovery Systems and MVP Upgrades for Mission-Driven Startups Web Development Python OpenAI API 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $500. ▲ +100% 2 mentions 30 potential 2379 — Full-Stack Next.js Application Development with OpenAI LLM Integration Software Development & QA Next.js React 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $220. ▲ +100% 2 mentions 30 potential 2380 — Custom Iridescent Polymer 3D Wall Relief Fabrication Other Vacuum Thermoforming CNC Routing 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $220. ▲ +100% 2 mentions 30 potential 2381 — Siemens PLC Industrial Flow Control Programming AI & Automation Siemens S7-1200 TIA Portal 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $211. ▲ +100% 2 mentions 30 potential 2382 — Structural Finite Element Analysis and Mesh Convergence for Heavy Machinery Frames Other ANSYS Mechanical Abaqus 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $211. ▲ +100% 2 mentions 30 potential 2383 — AI-Powered Administrative Workflow Automation with Claude 📋 Brief: worth building AI & Automation Anthropic Claude API Microsoft 365 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $207. ▲ +100% 2 mentions 30 potential 2384 — Incremental Feature Development for Existing Next.js and Node.js Full-Stack Codebases Web Development Next.js Node.js 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $201. ▲ +100% 2 mentions 30 potential 2385 — 2D Architectural Floor Plan Drafting and Elevation Drawings in AutoCAD CAD, Architecture & Engineering AutoCAD DWG 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $197. ▲ +100% 2 mentions 30 potential 2386 — Customizable Press-On Nail E-Commerce Store with Sizing and Design Configurator E-commerce Shopify Liquid 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $192. ▲ +100% 2 mentions 30 potential 2387 — Classic Elegant Custom Website UI/UX Design Web Development Webflow Tailwind CSS 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $192. ▲ +100% 2 mentions 30 potential 2388 — B2B Web Development Referral and Channel Partner Network Business & Consulting HubSpot PartnerStack 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $192. ▲ +100% 2 mentions 30 potential 2389 — Mobile-First QR Digital Showroom for Travel Trade Shows Other Next.js Tailwind CSS 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $192. ▲ +100% 2 mentions 30 potential 2390 — Original Hindi Romance Novella Ghostwriting Design & Creative Scrivener Amazon KDP 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $192. ▲ +100% 2 mentions 30 potential 2391 — Cross-Platform Social Media Profile Setup and Visual Identity Rollout Design & Creative Figma Adobe Illustrator 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $192. ▲ +100% 2 mentions 30 potential 2392 — Freelance SaaS Project Bidding and Proposal Outreach Marketing & SEO Upwork API OpenAI API 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $192. ▲ +100% 2 mentions 30 potential 2393 — Minimalist 2D Vector Logo and Brand Identity Design Design & Creative Adobe Illustrator Figma 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $185. ▲ +100% 2 mentions 30 potential 2394 — Discretionary Short-Term Portfolio Management & Trade Execution Finance & Fintech Interactive Brokers API MetaTrader 5 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $160. ▲ +100% 2 mentions 30 potential 2395 — End-to-End AI/ML Academic Manuscript Preparation for SCI/Scopus Publication CAD, Architecture & Engineering Python PyTorch 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $157. ▲ +100% 2 mentions 30 potential 2396 — Executive Sales Efficiency and Rep Performance BI Dashboards Data & Analytics Power BI Tableau 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $156. ▲ +100% 2 mentions 30 potential 2397 — Geometric Abstract Logo Redesign for Brand Identity Design & Creative Adobe Illustrator Figma 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $156. ▲ +100% 2 mentions 30 potential 2398 — Long-Form YouTube Comedic Storytelling Video Editing and Production Video & Media Production Adobe Premiere Pro Adobe After Effects 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $156. ▲ +100% 2 mentions 30 potential 2399 — Management Dashboard for RTMP/SRT to UDP Live Stream Routing CAD, Architecture & Engineering RTMP SRT 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $156. ▲ +100% 2 mentions 30 potential 2400 — Bilingual Scanned Document Transcription and Font Encoding Normalization Content & Writing Microsoft Word Tesseract OCR 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $156. ▲ +100% 2 mentions 30 potential