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).

18945
Monthly collected tasks
2885
features in current results
1 / 2
Contributing this period / total integrated
6058
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
2851 NEW Investor Pitch Deck Revamp Design & Creative PowerPoint 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $330. No comparison baseline 1 mentions 4 potential 2852 ▼1575 Custom FiveM GTA V Roleplay Server Scripting and Setup Other FiveM Lua 🌐 Global Lead Why it ranks:This period: 1 mentions, -50% change, median budget $140. ▼ -50% 1 mentions 4 potential 2853 ▲64 Transcribe Printed Text to Word Content & Writing OCR Document Parsing 🌐 Global Lead Why it ranks:This period: 7 mentions, +40% change, median budget $300. ▲ +40% 7 mentions 3 potential 2854 ▲242 Home Interior Revamp Design & Creative SketchUp AutoCAD 🌐 Global Lead Why it ranks:This period: 3 mentions, +50% change, median budget $300. ▲ +50% 3 mentions 3 potential 2855 ▲600 Arabic Audio Transcription Video & Media Production Speech-to-Text Natural Language Processing 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $500. — 1 mentions 3 potential 2856 NEW India-Based CA Needed for Tax Return Optimization Finance & Fintech Tax Filing Software Accounting Software 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $12. No comparison baseline 1 mentions 3 potential 2857 NEW B2B Outbound Lead Acquisition for Influencer Marketing Agencies Customer & Sales LinkedIn Sales Navigator Apollo.io 🌐 Global Lead Why it ranks:This period: 3 mentions, no comparison baseline, median budget $12. No comparison baseline 3 mentions —Pending 2858 NEW Enterprise COBOL Datasets for Code LLM Modernization Benchmarks AI & Automation COBOL IBM Mainframe 🌐 Global Lead Why it ranks:This period: 2 mentions, no comparison baseline, median budget $3.4K. No comparison baseline 2 mentions —Pending 2859 NEW Autonomous Inbound Voice AI for Tier-1 Phone Support AI & Automation Twilio Voice WebSockets 🌐 Global Lead Why it ranks:This period: 2 mentions, no comparison baseline, median budget $1.2K. No comparison baseline 2 mentions —Pending 2860 NEW Layout-Preserving Short Document Translation Translation & Localization Adobe InDesign Microsoft Word 🌐 Global Lead Why it ranks:This period: 2 mentions, no comparison baseline, median budget $632. No comparison baseline 2 mentions —Pending 2861 NEW Vertical Short-Form Video Repurposing for Music and Social Campaigns Video & Media Production Adobe Premiere Pro DaVinci Resolve 🌐 Global Lead Why it ranks:This period: 2 mentions, no comparison baseline, median budget $522. No comparison baseline 2 mentions —Pending 2862 NEW Residential Exterior Facade Modernization & Recladding Design CAD, Architecture & Engineering SketchUp AutoCAD 🌐 Global Lead Why it ranks:This period: 2 mentions, no comparison baseline, median budget $521. No comparison baseline 2 mentions —Pending 2863 NEW High-Fidelity Document Retyping and Layout Recreation Content & Writing Microsoft Word Adobe Acrobat 🌐 Global Lead Why it ranks:This period: 2 mentions, no comparison baseline, median budget $500. No comparison baseline 2 mentions —Pending 2864 NEW Structural Steel Design for Manufacturability (DFM) and Production Scaling CAD, Architecture & Engineering SolidWorks Autodesk Inventor 🌐 Global Lead Why it ranks:This period: 2 mentions, no comparison baseline, median budget $500. No comparison baseline 2 mentions —Pending 2865 NEW Modular Steel Construction Structural Engineering & Cage-Module Product Design CAD, Architecture & Engineering SolidWorks Tekla Structures 🌐 Global Lead Why it ranks:This period: 2 mentions, no comparison baseline, median budget $500. No comparison baseline 2 mentions —Pending 2866 NEW Modular Façade and Structural Glazing Interface Engineering CAD, Architecture & Engineering AutoCAD Rhino 3D 🌐 Global Lead Why it ranks:This period: 2 mentions, no comparison baseline, median budget $500. No comparison baseline 2 mentions —Pending 2867 NEW High-Converting Social Media Promotional Graphic Design Design & Creative Adobe Photoshop Adobe Illustrator 🌐 Global Lead Why it ranks:This period: 2 mentions, no comparison baseline, median budget $400. No comparison baseline 2 mentions —Pending 2868 NEW High-Accuracy Printed Numerical Table Digitization into Excel Data & Analytics Python OpenCV 🌐 Global Lead Why it ranks:This period: 2 mentions, no comparison baseline, median budget $400. No comparison baseline 2 mentions —Pending 2869 NEW Go-to-Market Strategy & Sales Funnel Audit for Solo Travel Consultants Marketing & SEO Calendly Stripe 🌐 Global Lead Why it ranks:This period: 2 mentions, no comparison baseline, median budget $340. No comparison baseline 2 mentions —Pending 2870 NEW Seamless 3D Character Replacement in Live-Action Video Video & Media Production Blender Autodesk Maya 🌐 Global Lead Why it ranks:This period: 2 mentions, no comparison baseline, median budget $320. No comparison baseline 2 mentions —Pending 2871 NEW High-End Residential Property Launch Brochure Design Design & Creative Adobe InDesign Adobe Illustrator 🌐 Global Lead Why it ranks:This period: 2 mentions, no comparison baseline, median budget $292. No comparison baseline 2 mentions —Pending 2872 NEW High-Fidelity Mockup to Cross-Browser Responsive Web Implementation Web Development Figma HTML5 🌐 Global Lead Why it ranks:This period: 2 mentions, no comparison baseline, median budget $220. No comparison baseline 2 mentions —Pending 2873 NEW Outbound Telemarketing and SDR Appointment Setting Customer & Sales HubSpot Salesforce 🌐 Global Lead Why it ranks:This period: 2 mentions, no comparison baseline, median budget $192. No comparison baseline 2 mentions —Pending 2874 NEW Responsive Minimalist Developer Portfolio Web Development HTML5 CSS Grid 🌐 Global Lead Why it ranks:This period: 2 mentions, no comparison baseline, median budget $171. No comparison baseline 2 mentions —Pending 2875 NEW Digital Brand Lookbook and Product Catalog Design Design & Creative Adobe InDesign Figma 🌐 Global Lead Why it ranks:This period: 2 mentions, no comparison baseline, median budget $168. No comparison baseline 2 mentions —Pending 2876 NEW Mechanical Part CAD Modeling from Reference Sketches CAD, Architecture & Engineering SolidWorks Autodesk Fusion 360 🌐 Global Lead Why it ranks:This period: 2 mentions, no comparison baseline, median budget $156. No comparison baseline 2 mentions —Pending 2877 NEW Regional Short-Form Video Editing and Vernacular Copywriting Video & Media Production Adobe Premiere Pro CapCut 🌐 Global Lead Why it ranks:This period: 2 mentions, no comparison baseline, median budget $156. No comparison baseline 2 mentions —Pending 2878 NEW Livestream VOD Highlight Clipping for Vertical Short-Form Video Video & Media Production FFmpeg OpenAI Whisper 🌐 Global Lead Why it ranks:This period: 2 mentions, no comparison baseline, median budget $156. No comparison baseline 2 mentions —Pending 2879 NEW Dual-Track Technical and English Interview Coaching for Software Engineers Other System Design Algorithms 🌐 Global Lead Why it ranks:This period: 2 mentions, no comparison baseline, median budget $140. No comparison baseline 2 mentions —Pending 2880 NEW Minimalist Instagram Creative for Apparel Marketing Design & Creative Figma Adobe Photoshop 🌐 Global Lead Why it ranks:This period: 2 mentions, no comparison baseline, median budget $86. No comparison baseline 2 mentions —Pending