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).

19402
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 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
2581 NEW Production Hardening and Store Release Engineering for Native Android MVPs Mobile Development Android SDK Kotlin 🌐 Global Lead Why it ranks:This period: 2 mentions, no comparison baseline, median budget $84. No comparison baseline 2 mentions 16 potential 2582 NEW End-to-End TikTok Shop Launch & Live Commerce Monetization E-commerce TikTok Shop TikTok Seller Center 🌐 Global Lead Why it ranks:This period: 2 mentions, no comparison baseline, median budget $20. No comparison baseline 2 mentions 16 potential 2583 ▼1305 Generative AI Video Production for E-Learning and Educational Reels AI & Automation Runway Gen-3 Midjourney 🌐 Global Lead Why it ranks:This period: 2 mentions, -50% change, median budget $16. ▼ -50% 2 mentions 16 potential 2584 NEW ERP Sales Performance Dashboard in Power BI Data & Analytics Power BI DAX 🌐 Global Lead Why it ranks:This period: 2 mentions, no comparison baseline, median budget $16. No comparison baseline 2 mentions 16 potential 2585 NEW Standalone Excel Personal Income and Cash Flow Tracker Other Microsoft Excel Excel Formulas 🌐 Global Lead Why it ranks:This period: 2 mentions, no comparison baseline, median budget $10. No comparison baseline 2 mentions 16 potential 2586 NEW Static B2B Corporate Website for Logistics Providers Web Development HTML5 CSS3 🌐 Global Lead Why it ranks:This period: 2 mentions, no comparison baseline, median budget $52. No comparison baseline 2 mentions 16 potential 2587 NEW Branded Instagram Feed Creative and Meta Ad Campaign Setup Marketing & SEO Meta Ads Manager Figma 🌐 Global Lead Why it ranks:This period: 2 mentions, no comparison baseline, median budget $52. No comparison baseline 2 mentions 16 potential 2588 ▼1539 Custom Shopify Storefront Design and Theme Setup E-commerce Shopify Liquid 🌐 Global Lead Why it ranks:This period: 1 mentions, -88% change, median budget $2.9K. ▼ -88% 1 mentions 16 potential 2589 NEW Performance-Based Affiliate Distribution & Commission Tracking for AI SaaS Marketing & SEO Stripe API Rewardful 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $2.9K. No comparison baseline 1 mentions 16 potential 2590 NEW Meta and Google Ads Performance Marketing Optimization Web Development JavaScript HTML/CSS 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $545. No comparison baseline 1 mentions 16 potential 2591 NEW Advanced Flutter Developers for Specialized Cross-Platform Modules Mobile Development Flutter Dart 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $500. No comparison baseline 1 mentions 16 potential 2592 NEW Custom Romantic Poetry Writing Service 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 16 potential 2593 ▲356 Meta Pixel Integration and Facebook Product Catalog Synchronization Other 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $500. — 1 mentions 16 potential 2594 NEW Rough-Cut Refinement Pipeline for Long-Form Narrative YouTube Videos Video & Media Production Adobe Premiere Pro DaVinci Resolve 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $500. No comparison baseline 1 mentions 16 potential 2595 NEW Boutique Hotel Visual Identity and Logo System Design & Creative Adobe Illustrator Vector Graphics 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $500. No comparison baseline 1 mentions 16 potential 2596 NEW Turnkey White-Label Flutter Mobile Banking Codebase Finance & Fintech Flutter Dart 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $500. No comparison baseline 1 mentions 16 potential 2597 NEW Professional Flyer Design for House Cleaning Business Design & Creative Adobe Illustrator Adobe Photoshop 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $370. No comparison baseline 1 mentions 16 potential 2598 NEW WhatsApp Business API Automated Customer Support Chatbot AI & Automation Python Django 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $300. No comparison baseline 1 mentions 16 potential 2599 NEW Full-Stack WhatsApp API and AI Semantic Search Integration AI & Automation Python Django 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $300. No comparison baseline 1 mentions 16 potential 2600 ▲972 Localized Mobile Workout and Gym Progress Tracker Mobile Development Flutter Dart 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $300. — 1 mentions 16 potential 2601 NEW Generative AI Promo Video Production for Large-Scale Cultural and Religious Festivals AI & Automation Runway Gen-3 Kling AI 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $300. No comparison baseline 1 mentions 16 potential 2602 NEW High-Fidelity Video Portrait Retouching and AI Background Replacement Pipeline Video & Media Production DaVinci Resolve FFmpeg 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $300. No comparison baseline 1 mentions 16 potential 2603 NEW Performance-Based Outbound Client Acquisition for E-Commerce Web Agencies Customer & Sales Shopify WordPress 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $300. No comparison baseline 1 mentions 16 potential 2604 NEW Turnkey Portfolio and E-Commerce Storefront Launch E-commerce Shopify Stripe 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $300. No comparison baseline 1 mentions 16 potential 2605 NEW Higgs Field AI Video Ad Generator AI & Automation Higgs Field AI Video Generation AI 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $140. No comparison baseline 1 mentions 16 potential 2606 ▲234 High-Converting SaaS UI Motion Explainer Video Video & Media Production Adobe After Effects Figma 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $140. — 1 mentions 16 potential 2607 ▲741 WordPress Mobile Responsive Layout and Media Optimization Web Development WordPress CSS3 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $140. — 1 mentions 16 potential 2608 ▼287 Localized Brazilian Portuguese Health and Wellness Content Writing Marketing & SEO WordPress Ghost 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $140. — 1 mentions 16 potential 2609 NEW Production Hardening and Completion for Semi-Finished AI Management Portals AI & Automation OpenAI API Webhooks 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $140. No comparison baseline 1 mentions 16 potential 2610 ▼1909 Trendy Restaurant Menu & Banner -- 2 Design & Creative Adobe InDesign Adobe Illustrator 🌐 Global Lead Why it ranks:This period: 1 mentions, -67% change, median budget $103. ▼ -67% 1 mentions 16 potential