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).

17678
Monthly collected tasks
1784
features in current results
1 / 2
Contributing this period / total integrated
2962
Total Mentions This Period
As of 2026-10-12 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 ▲33 French to English Translation 🔥 Translation & Localization Translation 🌐 Global Lead Why it ranks:This period: 1 mentions, -50% change, median budget $20. ▼ -50% 1 mentions 69 potential 2 ▲1840 Real Estate Video Editing 🔥 📋 Brief: worth building Logistics & Field Services Adobe Premiere Pro DaVinci Resolve 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $500. — 1 mentions 67 potential 3 ▼225 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 $220. ▼ -60% 2 mentions 65 potential 4 ▲1033 Financial Transaction Data Entry Data & Analytics Microsoft Excel Power Query 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $500. — 1 mentions 64 potential 5 ▲153 PDF Tables to Spreadsheet 📋 Brief: worth building Data & Analytics Python Pandas 🌐 Global Lead Why it ranks:This period: 12 mentions, +100% change, median budget $300. ▲ +100% 12 mentions 62 potential 6 ▼534 Cross-Platform Mobile App Development for iOS and Android Mobile Development Flutter React Native 🌐 Global Lead Why it ranks:This period: 1 mentions, -67% change, median budget $300. ▼ -67% 1 mentions 57 potential 7 ▲1697 Social Media Management Tool AI & Automation React Node.js 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $140. — 1 mentions 55 potential 8 NEW Digital Marketing for IT Support Business Marketing & SEO SEO Tools SEM Platforms 🌐 Global Lead Why it ranks:This period: 2 mentions, no comparison baseline, median budget $487. No comparison baseline 2 mentions 52 potential 9 NEW Generative Engine Optimization (GEO) and AI Search Visibility Other Schema.org JSON-LD 🌐 Global Lead Why it ranks:This period: 3 mentions, no comparison baseline, median budget $140. No comparison baseline 3 mentions 49 potential 10 ▼292 Social Media Content Writer Marketing & SEO Content Writing Social Media Marketing 🌐 Global Lead Why it ranks:This period: 2 mentions, -83% change, median budget $400. ▼ -83% 2 mentions 48 potential 11 ▲531 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 12 ▲50 Appointment Setter/Cold-Caller Needed Marketing & SEO GoHighLevel HubSpot CRM 🌐 Global Lead Why it ranks:This period: 1 mentions, -50% change, median budget $500. ▼ -50% 1 mentions 48 potential 13 ▼721 Custom Social Media Post and Infographic Graphic Design Design & Creative Generative AI Natural Language Processing 🌐 Global Lead Why it ranks:This period: 1 mentions, -75% change, median budget $300. ▼ -75% 1 mentions 48 potential 14 ▲1858 Klaviyo Expert for Luxury Jewellery Email Marketing Marketing & SEO Klaviyo Shopify 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $1.1K. — 1 mentions 47 potential 15 ▼506 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 $1.1K. ▼ -80% 1 mentions 46 potential 16 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 17 ▲49 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 18 ▲12 Long-Term YouTube and Instagram Video Post-Production Services Content Creation Adobe Premiere Pro After Effects 🌐 Global Lead Why it ranks:This period: 10 mentions, -29% change, median budget $20. ▼ -29% 10 mentions 43 potential 19 ▲20 Site Verifier Management Platform AI & Automation React Node.js 🌐 Global Lead Why it ranks:This period: 1 mentions, -50% change, median budget $52. ▼ -50% 1 mentions 43 potential 20 ▲341 Image PDF Conversion to Word Content & Writing Python PyMuPDF 🌐 Global Lead Why it ranks:This period: 4 mentions, +33% change, median budget $300. ▲ +33% 4 mentions 42 potential 21 ▼254 Frontend Developer (React / Next.js) — Web & Mobile Apps Web Development React Next.js 🌐 Global Lead Why it ranks:This period: 2 mentions, -60% change, median budget $184. ▼ -60% 2 mentions 42 potential 22 ▼84 Cross-Platform Mobile Marketplace App Development Mobile Development Flutter React Native 🌐 Global Lead Why it ranks:This period: 1 mentions, -50% change, median budget $635. ▼ -50% 1 mentions 42 potential 23 ▲227 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 24 ▲2797 Sponsored Instagram Carousel Ad Design for Lead Generation AI & Automation Midjourney Runway 🌐 Global Lead Why it ranks:This period: 3 mentions, +200% change, median budget $140. ▲ +200% 3 mentions 41 potential 25 ▲121 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 26 ▲2290 Fantasy Novel Beta Reader Content & Writing Literary Analysis Story Development 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $500. — 1 mentions 41 potential 27 ▼466 High-Accuracy Document Transcription and PDF/Image Data Entry Business & Consulting Microsoft Excel Google Sheets 🌐 Global Lead Why it ranks:This period: 1 mentions, -67% change, median budget $300. ▼ -67% 1 mentions 41 potential 28 ▼1449 Custom Static Website Migration to WordPress CMS Other WordPress MySQL 🌐 Global Lead Why it ranks:This period: 1 mentions, -88% change, median budget $20. ▼ -88% 1 mentions 41 potential 29 ▲230 Web-Based CRM Software Development AI & Automation React Node.js 🌐 Global Lead Why it ranks:This period: 3 mentions, 0% change, median budget $84. — 3 mentions 40 potential 30 ▲55 Online Educational Course and Lecture Video Post-Production Video & Media Production Adobe Premiere Pro Final Cut Pro 🌐 Global Lead Why it ranks:This period: 3 mentions, -25% change, median budget $12. ▼ -25% 3 mentions 40 potential
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