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).

18290
Monthly collected tasks
1973
features in current results
1 / 2
Contributing this period / total integrated
3391
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
331 NEW D2C Fashion Brand Creator Affiliate Network & Performance Payout System E-commerce Shopify API Stripe Connect 🌐 Global Lead Why it ranks:This period: 2 mentions, no comparison baseline, median budget $48. No comparison baseline 2 mentions 33 potential 332 NEW Cinematic Macro Short-Form Video Production for DTC Jewelry Brands Video & Media Production DaVinci Resolve Instagram Reels 🌐 Global Lead Why it ranks:This period: 2 mentions, no comparison baseline, median budget $32. No comparison baseline 2 mentions 33 potential 333 NEW Custom Voice Model Training and Fine-Tuning for Piper TTS AI & Automation Piper TTS Python 🌐 Global Lead Why it ranks:This period: 2 mentions, no comparison baseline, median budget $21. No comparison baseline 2 mentions 33 potential 334 NEW Authentic Portrait Retouching and Natural Skin Polishing Design & Creative Adobe Photoshop Adobe Lightroom 🌐 Global Lead Why it ranks:This period: 2 mentions, no comparison baseline, median budget $16. No comparison baseline 2 mentions 33 potential 335 NEW Mains-to-Battery LED Lighting Retrofit and Custom Enclosure Design CAD, Architecture & Engineering TP4056 3D Printing 🌐 Global Lead Why it ranks:This period: 2 mentions, no comparison baseline, median budget $15. No comparison baseline 2 mentions 33 potential 336 NEW Rapid ETAP Power System Modeling and Arc Flash Analysis CAD, Architecture & Engineering ETAP IEEE 1584 🌐 Global Lead Why it ranks:This period: 2 mentions, no comparison baseline, median budget $14. No comparison baseline 2 mentions 33 potential 337 NEW Native-Speaker Quality Auditing for Multilingual Audio Guides Translation & Localization Audacity WAV 🌐 Global Lead Why it ranks:This period: 2 mentions, no comparison baseline, median budget $13. No comparison baseline 2 mentions 33 potential 338 NEW Cinematic Milestone Tribute Video Editing and Emotional Montage Video & Media Production Adobe Premiere Pro DaVinci Resolve 🌐 Global Lead Why it ranks:This period: 2 mentions, no comparison baseline, median budget $12. No comparison baseline 2 mentions 33 potential 339 ▲2479 Short-Form Event Highlight Reel Editing Video & Media Production Adobe Premiere Pro CapCut 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $10. ▲ +100% 2 mentions 33 potential 340 NEW Heavy Freight Locomotive Sensor Instrumentation and Telemetry Integration AI & Automation CAN bus Modbus 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $15K. No comparison baseline 1 mentions 33 potential 341 NEW Last-Mile Full-Stack App Finalization with Agentic AI Integration Mobile Development React React Native 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $1.8K. No comparison baseline 1 mentions 33 potential 342 ▲485 University Admissions Personal Statement & Narrative Essay Crafting Content & Writing Google Docs Grammarly 🌐 Global Lead Why it ranks:This period: 1 mentions, -50% change, median budget $1.4K. ▼ -50% 1 mentions 33 potential 343 ▲923 Web-Based KYC Identity Verification and Facial Matching Module Other WebRTC HTML5 Canvas 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $1.1K. — 1 mentions 33 potential 344 NEW Cohesive Realistic Wildlife Line Art Series for Print Publishing Design & Creative Adobe Illustrator Procreate 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $1.1K. No comparison baseline 1 mentions 33 potential 345 NEW On-Site Trade Show Booth Video Production & Attendee Interviews Video & Media Production Adobe Premiere Pro Sony FX3 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $1.1K. No comparison baseline 1 mentions 33 potential 346 NEW Open-Source Smart Contract Audit and Improvement Proposal Drafting Software Development & QA Solidity Foundry 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $675. No comparison baseline 1 mentions 33 potential 347 ▼516 Wet-Stamped Structural Engineering Plans and Residential Blueprints CAD, Architecture & Engineering CAD Software BIM Tools 🌐 Global Lead Why it ranks:This period: 1 mentions, -67% change, median budget $500. ▼ -67% 1 mentions 33 potential 348 ▼213 English-Somali Translation Project Translation & Localization SDL Trados memoQ 🌐 Global Lead Why it ranks:This period: 1 mentions, -50% change, median budget $500. ▼ -50% 1 mentions 33 potential 349 ▲142 Facebook Digital Marketing Campaign Setup Marketing & SEO Meta Ads Manager Meta Business Suite 🌐 Global Lead Why it ranks:This period: 1 mentions, -50% change, median budget $500. ▼ -50% 1 mentions 33 potential 350 NEW Batch Word Document Text Consolidation AI & Automation Python python-docx 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $500. No comparison baseline 1 mentions 33 potential 351 NEW Long-Form English-to-French IT & Software Technical Translation Translation & Localization SDL Trados CAT Tools 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $500. No comparison baseline 1 mentions 33 potential 352 ▲687 Boutique E-commerce Feature Completion and Checkout Hardening E-commerce React Node.js 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $500. — 1 mentions 33 potential 353 ▲958 End-to-End Popular Science Documentary Video Production E-commerce DaVinci Resolve Adobe After Effects 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $500. — 1 mentions 33 potential 354 ▼384 Production-Grade UI Overhaul for React E-Commerce Platforms Web Development React JavaScript 🌐 Global Lead Why it ranks:This period: 1 mentions, -50% change, median budget $500. ▼ -50% 1 mentions 33 potential 355 ▲970 WhatsApp Conversational Sales Closer and Lead Automation Other WhatsApp Business API ManyChat 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $500. — 1 mentions 33 potential 356 ▲1186 Turnkey Blog Platform with Automated Social Sharing and Previews Content & Writing Astro Ghost 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $500. — 1 mentions 33 potential 357 NEW WordPress Client Portal for Property Maintenance & Work Orders Logistics & Field Services WordPress PHP 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $500. No comparison baseline 1 mentions 33 potential 358 NEW Regionalized IT Rollout Slide Deck Localization Translation & Localization Microsoft PowerPoint Windows OS 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $500. No comparison baseline 1 mentions 33 potential 359 NEW Cross-Script Multilingual Content Localization Pipeline Translation & Localization TMX CAT Tools 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $500. No comparison baseline 1 mentions 33 potential 360 NEW Commercial Adaptive Reuse Architectural Plans for Salon Suite Conversions CAD, Architecture & Engineering AutoCAD Revit 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $500. No comparison baseline 1 mentions 33 potential