Idea Miner
Public Demand Signals for Indie Developers · Monthly

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).

19165
Monthly collected tasks
2837
features in current results
1 / 2
Contributing this period / total integrated
6120
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 NEW Android Mobile Application Development for Sales Order Management Web Development JavaScript HTML/CSS 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $500. No comparison baseline 1 mentions 20 potential 2282 ▲924 High-Impact B2B Sales Proposal & Pitch Deck Redesign Design & Creative Microsoft PowerPoint Figma 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $500. — 1 mentions 20 potential 2283 ▼137 Multi-Source Database Parsing and Cleansing for Statistical Modeling CAD, Architecture & Engineering Python Pandas 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $500. — 1 mentions 20 potential 2284 ▲1419 Graduate Thesis and Journal Manuscript Polishing CAD, Architecture & Engineering Microsoft Word LaTeX 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $500. — 1 mentions 20 potential 2285 NEW Regional Home Improvement and Tradesperson Marketplace Platform Freelance Platform Tools React Node.js 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $500. No comparison baseline 1 mentions 20 potential 2286 NEW End-to-End Book Ghostwriting and Manuscript Development Content & Writing Scrivener Microsoft Word 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $500. No comparison baseline 1 mentions 20 potential 2287 ▲645 Monthly Graphic and Video Content Retainer for Beauty Brand Web Development JavaScript HTML/CSS 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $500. — 1 mentions 20 potential 2288 ▲111 Shopify Google Ads Campaign Optimization and E-Commerce SEO Web Development JavaScript HTML/CSS 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $330. — 1 mentions 20 potential 2289 NEW Cross-Platform QA Testing for Productivity Application Web Development JavaScript HTML/CSS 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $330. No comparison baseline 1 mentions 20 potential 2290 NEW Google Ads Βελτιστοποίηση & Βήμα-Βήμα Εξήγηση Web Development JavaScript HTML/CSS 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $327. No comparison baseline 1 mentions 20 potential 2291 NEW Polished AI Visual Content Creation for Instagram AI & Automation Python Django 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $500. No comparison baseline 1 mentions 20 potential 2292 NEW Meta Ads Media Buyer for Lead Generation Campaigns Web Development JavaScript HTML/CSS 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $500. No comparison baseline 1 mentions 20 potential 2293 ▲116 App quản lý shop điện thoại Mobile Development Flutter Supabase 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $500. — 1 mentions 20 potential 2294 ▲122 Traducción y Programación Python Multilingüe Other Python 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $500. — 1 mentions 20 potential 2295 ▲124 Scanned Image Manuscript Transcription and Digitization Other 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $500. — 1 mentions 20 potential 2296 ▲1171 Teknoloji Blog Yazısı Yazımı Marketing & SEO SEO 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $500. — 1 mentions 20 potential 2297 NEW Tally Prime Accounting & bank reconciliation, typing Finance & Fintech Tally Prime 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $300. No comparison baseline 1 mentions 20 potential 2298 NEW React Native E-commerce App Development E-commerce React Native 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $300. No comparison baseline 1 mentions 20 potential 2299 ▼1635 Multi-Brand Weekly Social Media Content Creation and Graphic Design Marketing & SEO Social Media Platforms Content Creation Software 🌐 Global Lead Why it ranks:This period: 1 mentions, -75% change, median budget $300. ▼ -75% 1 mentions 20 potential 2300 NEW Matrimonial & Job Portal App Launch Mobile Development Flutter Laravel 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $300. No comparison baseline 1 mentions 20 potential 2301 NEW Full-Stack Automotive Marketplace Platform Development Web Development JavaScript HTML/CSS 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $300. No comparison baseline 1 mentions 20 potential 2302 NEW 180-Page PDF Tabular Data Extraction and Excel Standardization Web Development JavaScript HTML/CSS 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $300. No comparison baseline 1 mentions 20 potential 2303 NEW Real Estate Agency Property Showcase Website Web Development JavaScript HTML/CSS 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $300. No comparison baseline 1 mentions 20 potential 2304 NEW B2B Lead Generation for Digital Marketing Agency Services Web Development JavaScript HTML/CSS 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $300. No comparison baseline 1 mentions 20 potential 2305 ▲167 End-to-End Brand Identity System and Responsive Website Launch Web Development Figma Webflow 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $300. — 1 mentions 20 potential 2306 ▼53 Automated Daily Sales Spreadsheet Consolidation AI & Automation Python Pandas 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $300. — 1 mentions 20 potential 2307 ▲728 Residential Architectural Drafting and Permitting Floor Plans in AutoCAD CAD, Architecture & Engineering AutoCAD DWG 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $300. — 1 mentions 20 potential 2308 NEW Statutory Tax and ROC Compliance for Indian Pvt Ltd Entity Web Development JavaScript HTML/CSS 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $300. No comparison baseline 1 mentions 20 potential 2309 NEW Commission-Based IT Business Development and Lead Generation Web Development JavaScript HTML/CSS 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $300. No comparison baseline 1 mentions 20 potential 2310 ▼684 Custom Website Development for Landscaping Businesses Web Development Next.js Tailwind CSS 🌐 Global Lead Why it ranks:This period: 1 mentions, -50% change, median budget $300. ▼ -50% 1 mentions 20 potential