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).

17644
Monthly collected tasks
1480
features in current results
1 / 2
Contributing this period / total integrated
2279
Total Mentions This Period
As of 2026-10-27 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
1 ▼62 AI Automation System Implementation 🔥 📋 Brief: worth building AI & Automation n8n Claude API 🌐 Global Lead Why it ranks:This period: 2 mentions, -60% change, median budget $320. ▼ -60% 2 mentions 65 potential 2 ▲58 PDF Tables to Spreadsheet 🔥 📋 Brief: worth building Data & Analytics Python Pandas 🌐 Global Lead Why it ranks:This period: 9 mentions, 0% change, median budget $500. — 9 mentions 62 potential 3 ▲402 Cross-Platform Mobile App Development for iOS and Android 🔥 Mobile Development Flutter React Native 🌐 Global Lead Why it ranks:This period: 1 mentions, -50% change, median budget $300. ▼ -50% 1 mentions 57 potential 4 ▼858 PDF Image Extraction for Web AI & Automation Python PyMuPDF 🌐 Global Lead Why it ranks:This period: 1 mentions, -75% change, median budget $84. ▼ -75% 1 mentions 57 potential 5 ▲2722 Social Media Management Tool AI & Automation React Node.js 🌐 Global Lead Why it ranks:This period: 3 mentions, +200% change, median budget $20. ▲ +200% 3 mentions 55 potential 6 ▼163 Social Media Content Writer Marketing & SEO Content Writing Social Media Marketing 🌐 Global Lead Why it ranks:This period: 2 mentions, -78% change, median budget $400. ▼ -78% 2 mentions 48 potential 7 ▲760 Business Website Home Page Design Web Development Next.js Tailwind CSS 🌐 Global Lead Why it ranks:This period: 1 mentions, -50% change, median budget $500. ▼ -50% 1 mentions 48 potential 8 ▼381 Custom Social Media Post and Infographic Graphic Design Design & Creative Generative AI Natural Language Processing 🌐 Global Lead Why it ranks:This period: 1 mentions, -67% change, median budget $300. ▼ -67% 1 mentions 48 potential 9 NEW Klaviyo Expert for Luxury Jewellery Email Marketing Marketing & SEO Klaviyo Shopify 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $1.1K. No comparison baseline 1 mentions 47 potential 10 ▼276 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, -75% change, median budget $1.1K. ▼ -75% 1 mentions 46 potential 11 NEW Full-Stack Responsive Web Application Architecture and Frontend Engineering Web Development HTML5 CSS3 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $92. No comparison baseline 1 mentions 46 potential 12 ▲251 Graphic Design for Professionals Design & Creative Figma Adobe Illustrator 🌐 Global Lead Why it ranks:This period: 1 mentions, -50% change, median budget $500. ▼ -50% 1 mentions 44 potential 13 ▲13 Long-Term YouTube and Instagram Video Post-Production Services Content Creation Adobe Premiere Pro After Effects 🌐 Global Lead Why it ranks:This period: 9 mentions, -36% change, median budget $140. ▼ -36% 9 mentions 43 potential 14 ▲334 Site Verifier Management Platform AI & Automation React Node.js 🌐 Global Lead Why it ranks:This period: 1 mentions, -50% change, median budget $50. ▼ -50% 1 mentions 43 potential 15 ▼102 Image PDF Conversion to Word Content & Writing Python PyMuPDF 🌐 Global Lead Why it ranks:This period: 2 mentions, -60% change, median budget $260. ▼ -60% 2 mentions 42 potential 16 ▲241 Residential Interior CAD & 3D CAD, Architecture & Engineering AutoCAD 3D Modeling Software 🌐 Global Lead Why it ranks:This period: 4 mentions, 0% change, median budget $400. — 4 mentions 41 potential 17 NEW Sponsored Instagram Carousel Ad Design for Lead Generation AI & Automation Midjourney Runway 🌐 Global Lead Why it ranks:This period: 3 mentions, no comparison baseline, median budget $140. No comparison baseline 3 mentions 41 potential 18 ▲238 Urgent WooCommerce Store Setup and Relaunch for US Market 📋 Brief: worth building E-commerce WordPress WooCommerce 🌐 Global Lead Why it ranks:This period: 2 mentions, -33% change, median budget $260. ▼ -33% 2 mentions 41 potential 19 NEW Fantasy Novel Beta Reader Content & Writing Literary Analysis Story Development 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $500. No comparison baseline 1 mentions 41 potential 20 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 21 ▼726 Custom Static Website Migration to WordPress CMS Other WordPress MySQL 🌐 Global Lead Why it ranks:This period: 1 mentions, -67% change, median budget $20. ▼ -67% 1 mentions 41 potential 22 ▲850 Web-Based CRM Software Development AI & Automation React Node.js 🌐 Global Lead Why it ranks:This period: 3 mentions, +50% change, median budget $84. ▲ +50% 3 mentions 40 potential 23 ▲56 Vanilla JavaScript Responsive Portfolio and Typography Catalog Website Web Development HTML5 CSS3 🌐 Global Lead Why it ranks:This period: 2 mentions, -50% change, median budget $400. ▼ -50% 2 mentions 40 potential 24 ▼216 Stylized 3D Character Animation for 30-60s YouTube Shorts Video & Media Production Adobe Animate Blender 🌐 Global Lead Why it ranks:This period: 2 mentions, -71% change, median budget $192. ▼ -71% 2 mentions 40 potential 25 ▼235 Online Educational Course and Lecture Video Post-Production Video & Media Production Adobe Premiere Pro Final Cut Pro 🌐 Global Lead Why it ranks:This period: 2 mentions, -60% change, median budget $45. ▼ -60% 2 mentions 40 potential 26 ▼78 Senior UI/UX Designer Design & Creative UI/UX Design Principles User Research 🌐 Global Lead Why it ranks:This period: 1 mentions, -50% change, median budget $330. ▼ -50% 1 mentions 40 potential 27 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 28 ▲1671 Anthro-Website Homepage Redesign & Bug Fixes Web Development WordPress UI/UX Design 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $140. — 1 mentions 40 potential 29 ▲1510 10+ Minute Educational Stickman Animation Video & Media Production Adobe After Effects Moho 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $12. — 1 mentions 40 potential 30 NEW YouTube Video Editing for Devotional and Spiritual Music Channels Video & Media Production Adobe Premiere Pro Adobe After Effects 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $12. No comparison baseline 1 mentions 40 potential
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