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).

18462
Monthly collected tasks
2156
features in current results
1 / 2
Contributing this period / total integrated
3839
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
61 ▼1228 End-to-End Android Mobile Game Development Software Development & QA Unity C# 🌐 Global Lead Why it ranks:This period: 1 mentions, -75% change, median budget $152. ▼ -75% 1 mentions 39 potential 62 ▼245 Distributed Negative Review Crowdsourcing for Google Business Profiles Marketing & SEO Google Maps Google Business Profile 🌐 Global Lead Why it ranks:This period: 1 mentions, -50% change, median budget $148. ▼ -50% 1 mentions 39 potential 63 ▼372 B2B Tech Sales & Client Acquisition for Software Consultancies Customer & Sales HubSpot LinkedIn Sales Navigator 🌐 Global Lead Why it ranks:This period: 1 mentions, -50% change, median budget $140. ▼ -50% 1 mentions 39 potential 64 NEW English-Uzbek Spiritual Proofreading Translation & Localization 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $65. No comparison baseline 1 mentions 39 potential 65 NEW App Tutorial and Onboarding Video Creation 📋 Brief: worth building Content Creation Video Editing Software Screen Recording Software 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $36. No comparison baseline 1 mentions 39 potential 66 NEW SEO-Optimized Hindi Blog and Informative Article Writing Content & Writing WordPress Copyscape 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $20. No comparison baseline 1 mentions 39 potential 67 ▲1278 Multi-Speaker Conversational Audio Corpus Collection for Regional Speech AI Data & Analytics ASR Praat 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $20. — 1 mentions 39 potential 68 ▼502 Indian Female Data Entry Specialist Data & Analytics Computer Office Software 🌐 Global Lead Why it ranks:This period: 1 mentions, -50% change, median budget $12. ▼ -50% 1 mentions 39 potential 69 ▼712 In-Place PDF Content Revision and Layout Refinement Content & Writing Adobe Acrobat Pro Adobe Illustrator 🌐 Global Lead Why it ranks:This period: 1 mentions, -50% change, median budget $12. ▼ -50% 1 mentions 39 potential 70 — Short-Form Video Editing for Instagram Reels and YouTube Shorts Video & Media Production Adobe Premiere Pro After Effects 🌐 Global Lead Why it ranks:This period: 24 mentions, -23% change, median budget $84. ▼ -23% 24 mentions 38 potential 71 ▲206 Engaging YouTube Travel and Lifestyle Vlog Post-Production Video & Media Production Adobe Premiere Pro DaVinci Resolve 🌐 Global Lead Why it ranks:This period: 6 mentions, +50% change, median budget $220. ▲ +50% 6 mentions 38 potential 72 NEW Turnkey Interactive IoT Hardware Prototyping Software Development & QA ESP32 C/C++ 🌐 Global Lead Why it ranks:This period: 5 mentions, no comparison baseline, median budget $500. No comparison baseline 5 mentions 38 potential 73 ▲1539 Custom Realistic Pencil Portrait Illustrations for Book Publishing Design & Creative Graphite Pencil High-Resolution Scanning (300+ DPI) 🌐 Global Lead Why it ranks:This period: 3 mentions, +200% change, median budget $305. ▲ +200% 3 mentions 38 potential 74 ▲151 Word to Excel Content Migration with Rich-Text Preservation AI & Automation Python python-docx 🌐 Global Lead Why it ranks:This period: 3 mentions, 0% change, median budget $300. — 3 mentions 38 potential 75 ▲597 3D CAD Modeling and Prototyping for 3D Printing CAD, Architecture & Engineering Blender Fusion 360 🌐 Global Lead Why it ranks:This period: 3 mentions, +50% change, median budget $152. ▲ +50% 3 mentions 38 potential 76 ▲1720 2-3 minute Podcast Episode Audio Editing x 5 episodes Other Adobe Audition iZotope RX 🌐 Global Lead Why it ranks:This period: 3 mentions, +200% change, median budget $36. ▲ +200% 3 mentions 38 potential 77 NEW Engaging Pitch Deck Design Design & Creative Figma Pitch 🌐 Global Lead Why it ranks:This period: 2 mentions, no comparison baseline, median budget $756. No comparison baseline 2 mentions 38 potential 78 ▲925 WordPress Website Development and Customization Web Development WordPress WooCommerce 🌐 Global Lead Why it ranks:This period: 2 mentions, 0% change, median budget $724. — 2 mentions 38 potential 79 ▲563 Wikipedia Page Creation for Sibe Other MediaWiki Wikitext 🌐 Global Lead Why it ranks:This period: 2 mentions, 0% change, median budget $717. — 2 mentions 38 potential 80 ▼171 Whimsical Nature Children’s Illustrations Design & Creative Adobe InDesign Procreate 🌐 Global Lead Why it ranks:This period: 2 mentions, -60% change, median budget $567. ▼ -60% 2 mentions 38 potential 81 ▲1605 Ilmak AI Educational Platform Development Challenge Education & Training AI/Machine Learning Natural Language Processing 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $140. ▲ +100% 2 mentions 38 potential 82 ▲884 Minimalist Shopify Store Setup for Service Businesses 📋 Brief: worth building Other Shopify Shopify OS 2.0 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $16. ▲ +100% 2 mentions 38 potential 83 ▲1962 D2C eCommerce Lifecycle Email Marketing & Retention Automation Marketing & SEO Klaviyo Shopify 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $5.1K. — 1 mentions 38 potential 84 ▲1444 Custom Large-Format Realistic Sunset Landscape Painting Web Development JavaScript HTML/CSS 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $1.1K. — 1 mentions 38 potential 85 ▲887 CE Course Approval & Compliance Coordinator -- 2 Business & Consulting CE Broker Airtable 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $750. — 1 mentions 38 potential 86 ▲631 Vibrant Cartoon Illustration for Children's Storybook Design & Creative Adobe Illustrator Procreate 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $635. — 1 mentions 38 potential 87 NEW Anime-Inspired Teen Titans Animation Video & Media Production 2D Animation Character Design 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $500. No comparison baseline 1 mentions 38 potential 88 ▲14 Traditional Ceremony Photography for Surprise Wedding Video & Media Production Adobe Lightroom Capture One 🌐 Global Lead Why it ranks:This period: 1 mentions, -50% change, median budget $500. ▼ -50% 1 mentions 38 potential 89 ▲798 PDF Document Manual Typing and Editable Document Conversion Other Python PaddleOCR 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $300. — 1 mentions 38 potential 90 ▼178 Minimalist Luxury Brand Identity & Visual Toolkit Design Design & Creative Adobe Illustrator Adobe InDesign 🌐 Global Lead Why it ranks:This period: 1 mentions, -50% change, median budget $171. ▼ -50% 1 mentions 38 potential