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).

17396
Monthly collected tasks
392
features in current results
1 / 2
Contributing this period / total integrated
500
Total Mentions This Period
As of 2026-11-09 11:00 · 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
1 ▲232 AI Automation System Implementation 🔥 📋 Brief: worth building AI & Automation n8n Claude API 🌐 Global Lead Why it ranks:This period: 2 mentions, -50% change, median budget $415. ▼ -50% 2 mentions 65 potential 2 ▼17 PDF Tables to Spreadsheet 🔥 📋 Brief: worth building Data & Analytics Python Pandas 🌐 Global Lead Why it ranks:This period: 2 mentions, -86% change, median budget $500. ▼ -86% 2 mentions 62 potential 3 ▲221 PDF Image Extraction for Web 🔥 AI & Automation Python PyMuPDF 🌐 Global Lead Why it ranks:This period: 1 mentions, -67% change, median budget $84. ▼ -67% 1 mentions 57 potential 4 ▲1239 Social Media Management Tool AI & Automation React Node.js 🌐 Global Lead Why it ranks:This period: 2 mentions, 0% change, median budget $20. — 2 mentions 55 potential 5 ▼101 Social Media Content Writer Marketing & SEO Content Writing Social Media Marketing 🌐 Global Lead Why it ranks:This period: 1 mentions, -88% change, median budget $300. ▼ -88% 1 mentions 48 potential 6 ▲2318 Full-Stack Responsive Web Application Architecture and Frontend Engineering Web Development HTML5 CSS3 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $500. — 1 mentions 46 potential 7 ▲24 Digital Marketing Campaign for Online Digital Products 📋 Brief: worth building Marketing & SEO Meta Business Suite Facebook Ads Manager 🌐 Global Lead Why it ranks:This period: 1 mentions, -80% change, median budget $500. ▼ -80% 1 mentions 46 potential 8 NEW Pre-Engagement Scope and Cost Estimation for Specialized Software Projects 📋 Brief: worth building Business & Consulting Python Unity3D 🌐 Global Lead Why it ranks:This period: 7 mentions, no comparison baseline, median budget $198. No comparison baseline 7 mentions 45 potential 9 ▼9 Long-Term YouTube and Instagram Video Post-Production Services Content Creation Adobe Premiere Pro After Effects 🌐 Global Lead Why it ranks:This period: 3 mentions, -84% change, median budget $140. ▼ -84% 3 mentions 43 potential 10 NEW PHP Website Content Refresh Web Development PHP 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $20. No comparison baseline 1 mentions 41 potential 11 ▲2133 Paid Social Ad Specialist for Shopify Storefronts Other TikTok Ads Manager Meta Ads Manager 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $500. — 1 mentions 40 potential 12 NEW On-Site Business Verification in Viña del Mar, Chile Logistics & Field Services GPS Geofencing EXIF Metadata Verification 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $175. No comparison baseline 1 mentions 40 potential 13 NEW YouTube Stream and Ranking Video Editing with Engaging Pacing Video & Media Production Adobe Premiere Pro Adobe After Effects 🌐 Global Lead Why it ranks:This period: 2 mentions, no comparison baseline, median budget $12. No comparison baseline 2 mentions 39 potential 14 NEW NDT Electromagnetic Conductivity Sensor Build CAD, Architecture & Engineering Electrical Engineering Sensor Design 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $150. No comparison baseline 1 mentions 39 potential 15 ▼204 Sales Partnership Program for Software Development Services Business & Consulting CRM Integration Partner Portal 🌐 Global Lead Why it ranks:This period: 1 mentions, -80% change, median budget $12. ▼ -80% 1 mentions 39 potential 16 ▲2497 Wikipedia Page Creation for Sibe Other MediaWiki Wikitext 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $745. ▲ +100% 2 mentions 38 potential 17 NEW Verbatim Document Transcription and Layout Replication Data & Analytics Microsoft Word Google Docs 🌐 Global Lead Why it ranks:This period: 2 mentions, no comparison baseline, median budget $195. No comparison baseline 2 mentions 38 potential 18 NEW Help me in hiring Permanent Finance Sales Lead Generator HR & Recruitment Recruitment Platform Talent Acquisition 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $171. No comparison baseline 1 mentions 38 potential 19 NEW Arabic Video Editing with AI Video Generation Integration AI & Automation Python Django 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $171. No comparison baseline 1 mentions 38 potential 20 NEW Conversion-Driven Promotional Copywriting for Regional Retail Marketplaces E-commerce JioMart Conversion Copywriting 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $84. No comparison baseline 1 mentions 38 potential 21 ▼48 Handwritten Notes to PDF Transcription Content & Writing Python PaddleOCR 🌐 Global Lead Why it ranks:This period: 2 mentions, -88% change, median budget $156. ▼ -88% 2 mentions 37 potential 22 ▲72 Instant Productivity App Dual-Store Release 📋 Brief: worth building Mobile Development Google Play Apple App Store 🌐 Global Lead Why it ranks:This period: 1 mentions, -75% change, median budget $330. ▼ -75% 1 mentions 37 potential 23 NEW Comprehensive Business Website SEO Optimization Other Google Search Console Google Analytics 4 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $92. No comparison baseline 1 mentions 37 potential 24 ▼218 Google Search Ads Campaign Optimization and PPC Management Marketing & SEO Google Ads Google Tag Manager 🌐 Global Lead Why it ranks:This period: 1 mentions, -88% change, median budget $84. ▼ -88% 1 mentions 37 potential 25 NEW Turnkey CMS & E-Commerce Web Setup and Dedicated WebView Wrappers 📋 Brief: worth building E-commerce WooCommerce PrestaShop 🌐 Global Lead Why it ranks:This period: 6 mentions, no comparison baseline, median budget $146. No comparison baseline 6 mentions 36 potential 26 ▼136 Local Operations and Reverse Logistics for Cross-Border E-Commerce in Mexico E-commerce Mercado Libre API Shopify 🌐 Global Lead Why it ranks:This period: 1 mentions, -91% change, median budget $500. ▼ -91% 1 mentions 36 potential 27 ▼286 Instagram Organic Follower Growth and High-Ticket Monetization Strategy Digital Marketing Instagram Platform Content Creation Tools 🌐 Global Lead Why it ranks:This period: 1 mentions, -86% change, median budget $7. ▼ -86% 1 mentions 36 potential 28 ▲129 Google Workspace Outbound Sales Email & Deliverability Setup Marketing & SEO Google Workspace DNS 🌐 Global Lead Why it ranks:This period: 2 mentions, -60% change, median budget $500. ▼ -60% 2 mentions 35 potential 29 ▲2346 On-Site Urine Specimen Collector in Brussels for Drug Testing Business & Consulting Field Service Management (FSM) Digital Chain-of-Custody (eCoC) 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $25. — 1 mentions 35 potential 30 ▲267 Precision Digitization of Handwritten Manuscripts and Scanned Notes Content & Writing Microsoft Word Google Docs 🌐 Global Lead Why it ranks:This period: 3 mentions, -25% change, median budget $500. ▼ -25% 3 mentions 34 potential
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