Idea Miner
Public Demand Signals for Indie Developers · 6 Months

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).

54682
6 Months collected tasks
5428
features in current results
1 / 2
Contributing this period / total integrated
18468
Total Mentions This Period
As of 2026-10-05 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
2371 — Production-Ready CNC CAD Design for Flat-Pack Islamic Prayer Furniture CAD, Architecture & Engineering AutoCAD Fusion 360 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $20. ▲ +100% 2 mentions 31 potential 2372 — Twilio Trust Hub and A2P 10DLC Compliance Onboarding Business & Consulting Twilio Twilio Trust Hub 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $20. ▲ +100% 2 mentions 31 potential 2373 — Automated Weekly Paystub PDF Generation AI & Automation Python ReportLab 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $20. ▲ +100% 2 mentions 31 potential 2374 — Batch Photo Color Grading and Retouching Aligned to Custom Reference Decks Design & Creative Adobe Lightroom Capture One 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $19. ▲ +100% 2 mentions 31 potential 2375 — High-Volume YouTube Thumbnail Production on Micro-Budgets Design & Creative Canva Figma 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $19. ▲ +100% 2 mentions 31 potential 2376 — Sellhub.cx E-Commerce Store Setup with Discord Role Bot Integration E-commerce SellHub Discord API 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $19. ▲ +100% 2 mentions 31 potential 2377 — 社媒 文案 全案 撰写 Marketing & SEO Feishu Base Notion 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $18. ▲ +100% 2 mentions 31 potential 2378 — US Native English Speakers for Zoom Audio-Video Data Collection Web Development JavaScript HTML/CSS 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $18. ▲ +100% 2 mentions 31 potential 2379 — Outbound Cold Calling and Lead Generation for Web Development Agencies Marketing & SEO Apollo.io HubSpot 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $17. ▲ +100% 2 mentions 31 potential 2380 — ATS-Compliant Healthcare Assistant Resume and Cover Letter Optimization HR & Recruitment ATS Workday 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $17. ▲ +100% 2 mentions 31 potential 2381 — Laravel Admin Account Recovery and Profile Form Repair Other Laravel PHP 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $17. ▲ +100% 2 mentions 31 potential 2382 — Motion Graphics Brand Film and 3D Logo Animation Video & Media Production Adobe After Effects Adobe Illustrator 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $16. ▲ +100% 2 mentions 31 potential 2383 — Animated OBS Stream Overlay Package Design Design & Creative OBS WEBM animation 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $16. ▲ +100% 2 mentions 31 potential 2384 — Long-Term Daily Storytelling Short-Form Video Editing for Reels Video & Media Production CapCut Premiere Pro 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $16. ▲ +100% 2 mentions 31 potential 2385 — Passport Photo Background Cleanup Other Python OpenCV 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $16. ▲ +100% 2 mentions 31 potential 2386 — French Video Caption Proofreading and Audio Subtitle Localization Video & Media Production Aegisub Adobe Premiere Pro 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $16. ▲ +100% 2 mentions 31 potential 2387 — Conversion-Focused Social Media Content Marketing Marketing & SEO Meta Business Suite Buffer 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $16. ▲ +100% 2 mentions 31 potential 2388 — Game-Ready Stylized Low-Poly Character Modeling and Rigging Other Blender Maya 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $16. ▲ +100% 2 mentions 31 potential 2389 — Reddit Community Discussion and Organic Engagement Marketing & SEO Reddit API account aging automation 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $16. ▲ +100% 2 mentions 31 potential 2390 — Bespoke Luxury Fashion E-Commerce Storefront with Regional Payment Localization E-commerce Shopify Plus Next.js 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $16. ▲ +100% 2 mentions 31 potential 2391 — Opinionated Instagram Feed Copywriting for Health & Wellness Brands Marketing & SEO Instagram Meta Business Suite 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $16. ▲ +100% 2 mentions 31 potential 2392 — Comparative Benchmarking of Generative AI Mobile App Builders AI & Automation Android APK 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $16. ▲ +100% 2 mentions 31 potential 2393 — E-Commerce SEO and Organic Growth Strategy for Online Jewelry Stores E-commerce Google Search Console Google Analytics 4 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $14. ▲ +100% 2 mentions 31 potential 2394 — Etsy Product Listing Optimization and Jewelry Photo Post-Processing E-commerce Adobe Photoshop Adobe Lightroom 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $14. ▲ +100% 2 mentions 31 potential 2395 — Cinematic Short-Form Travel Video Editing Video & Media Production DaVinci Resolve Adobe Premiere Pro 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $14. ▲ +100% 2 mentions 31 potential 2396 — Action-Cam Motovlog to Short-Form Video Retainer Editing Video & Media Production Adobe Premiere Pro DaVinci Resolve 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $14. ▲ +100% 2 mentions 31 potential 2397 — Academic Manuscript Rewriting for Journal AI Detection Compliance CAD, Architecture & Engineering Turnitin Copyleaks 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $13. ▲ +100% 2 mentions 31 potential 2398 — Humorous AI CRM Ad Videos AI & Automation Runway Gen-3 Adobe After Effects 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $12. ▲ +100% 2 mentions 31 potential 2399 — Targeted Telugu Audience Engagement Campaign on Facebook Marketing & SEO Meta Business Suite Facebook Pages 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $12. ▲ +100% 2 mentions 31 potential 2400 — Meta Ads Enrollment Growth and Student Acquisition Funnels Marketing & SEO Meta Ads Manager Meta Conversions API 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $12. ▲ +100% 2 mentions 31 potential