Idea Miner
Public Demand Signals for Indie Developers · 1 Year

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).

54682
1 Year 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
2281 — Native Simplified Chinese Translation for Commercial Advertising Copy Web Development JavaScript HTML/CSS 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $80. ▲ +100% 2 mentions 31 potential 2282 — Ongoing Technical Maintenance for Corporate Website Web Development JavaScript HTML/CSS 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $80. ▲ +100% 2 mentions 31 potential 2283 — Multiplayer VR Game Development with Gorilla Tag Locomotion Software Development & QA 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $80. ▲ +100% 2 mentions 31 potential 2284 — Need a Static IP / Bypass CGNAT for 5G Home Network CGNAT and Archer NX200 5G Other WireGuard Tailscale 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $80. ▲ +100% 2 mentions 31 potential 2285 — Playful Hygiene and Lifestyle UGC Video Content Creation Web Development JavaScript HTML/CSS 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $80. ▲ +100% 2 mentions 31 potential 2286 — YouTube Gaming Highlights and Stream VOD Video Editing Video & Media Production Adobe Premiere Pro DaVinci Resolve 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $80. ▲ +100% 2 mentions 31 potential 2287 — Human Redrawing & Trademark-Ready Vectorization for AI-Generated Logos Design & Creative Adobe Illustrator Procreate 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $80. ▲ +100% 2 mentions 31 potential 2288 — Alibaba Supplier Outreach Workflow Automation AI & Automation Playwright Puppeteer 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $80. ▲ +100% 2 mentions 31 potential 2289 — Production-Stage Manual QA & Functional Testing for Consumer Web Apps Other Chrome DevTools Jira 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $80. ▲ +100% 2 mentions 31 potential 2290 — Turnkey VPS Deployment for WebRTC Media Servers and CMS Web Portals Software Development & QA Ubuntu DirectAdmin 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $80. ▲ +100% 2 mentions 31 potential 2291 — Style-Preserving Line Editing for Genre Fiction Design & Creative Microsoft Word Track Changes Chicago Manual of Style (CMOS) 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $80. ▲ +100% 2 mentions 31 potential 2292 — YouTube Channel Style-Match Benchmark Sample Editing Video & Media Production Adobe Premiere Pro Adobe After Effects 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $80. ▲ +100% 2 mentions 31 potential 2293 — Flutter Android-to-iOS Adaptation and App Store Publishing Mobile Development Flutter Dart 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $80. ▲ +100% 2 mentions 31 potential 2294 — Localized Social Ad Funnel for Online Language Courses Digital Marketing Facebook Ads Manager Meta Business Suite 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $80. ▲ +100% 2 mentions 31 potential 2295 — Book and Narrative Story Screenplay Adaptation Content & Writing Final Draft Fade In 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $76. ▲ +100% 2 mentions 31 potential 2296 — High-Performance Visual Portfolio Site for Professional Service Firms Web Development Astro Tailwind CSS 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $76. ▲ +100% 2 mentions 31 potential 2297 — Professional Resume Writing and LinkedIn Revamp for Regional Job Markets Other Web Development Service Marketplace Platform 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $76. ▲ +100% 2 mentions 31 potential 2298 — AI Agent Content Pipeline AI & Automation Python LangGraph 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $76. ▲ +100% 2 mentions 31 potential 2299 — Two-Layer Battery-Powered Hardware PCB Layout Design in KiCad CAD, Architecture & Engineering KiCad PCB Layout 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $76. ▲ +100% 2 mentions 31 potential 2300 — College Promotional Video and Campus Social Reel Production Video & Media Production Adobe Premiere Pro Adobe After Effects 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $76. ▲ +100% 2 mentions 31 potential 2301 — Minimalist Brand Visual Identity and Graphic Redesign Design & Creative Figma SketchUp 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $76. ▲ +100% 2 mentions 31 potential 2302 — End-to-End WooCommerce Storefront Build on WordPress E-commerce WordPress WooCommerce 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $76. ▲ +100% 2 mentions 31 potential 2303 — Non-Fiction Paperback Print Layout and Formatting Web Development JavaScript HTML/CSS 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $76. ▲ +100% 2 mentions 31 potential 2304 — Artistic Illustrative Logo and Responsive Brand Assets Design & Creative Adobe Illustrator Procreate 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $76. ▲ +100% 2 mentions 31 potential 2305 — Meta Ads Campaign Audit and Optimization for Fitness Coaching Marketing & SEO Meta Ads Manager Meta Pixel 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $73. ▲ +100% 2 mentions 31 potential 2306 — Meta Ads Campaign Audit and Optimization for Fitness Program Marketing & SEO Meta Ads Manager Facebook Pixel 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $73. ▲ +100% 2 mentions 31 potential 2307 — Shopify Storefront Setup for Hair and Beauty Brands E-commerce Shopify Liquid 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $64. ▲ +100% 2 mentions 31 potential 2308 — Legacy Microsoft Publisher to Word Document Migration Content & Writing Microsoft Publisher Microsoft Word 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $61. ▲ +100% 2 mentions 31 potential 2309 — Automated Spreadsheet-to-Web Form Data Ingestion Script AI & Automation Python Playwright 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $60. ▲ +100% 2 mentions 31 potential 2310 — Nationwide Search and Generative AI Visibility Optimization for New Sites Marketing & SEO Google Search Console Google Analytics 4 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $60. ▲ +100% 2 mentions 31 potential