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
241 NEW Localized Two-Wheeler Fleet Operations and Commercial Marketplace System Other PostgreSQL Flutter 🌐 Global Lead Why it ranks:This period: 4 mentions, no comparison baseline, median budget $500. No comparison baseline 4 mentions 33 potential 242 ▲625 Professional Document Styling & Layout Polishing for Word Reports Other Microsoft Word Office 365 🌐 Global Lead Why it ranks:This period: 4 mentions, +100% change, median budget $400. ▲ +100% 4 mentions 33 potential 243 ▲92 Layout-Preserving Scanned Document Digitization and PDF Reconstruction Content & Writing OpenCV Tesseract OCR 🌐 Global Lead Why it ranks:This period: 4 mentions, -20% change, median budget $320. ▼ -20% 4 mentions 33 potential 244 ▲142 Global Social Media Growth Strategy for LinkedIn and Instagram Marketing & SEO Meta Business Suite Meta Ads Manager 🌐 Global Lead Why it ranks:This period: 4 mentions, 0% change, median budget $74. — 4 mentions 33 potential 245 ▼49 High-Energy Instagram Reels Video Editing, Scripting, and Visual Packaging Video & Media Production Adobe Premiere Pro DaVinci Resolve 🌐 Global Lead Why it ranks:This period: 4 mentions, -50% change, median budget $12. ▼ -50% 4 mentions 33 potential 246 ▲414 Animated YouTube Brand Ad Video & Media Production Adobe After Effects Adobe Illustrator 🌐 Global Lead Why it ranks:This period: 4 mentions, +33% change, median budget $12. ▲ +33% 4 mentions 33 potential 247 NEW Offline-First Multi-Tenant SaaS Data Synchronization Engine Other PostgreSQL SQLite 🌐 Global Lead Why it ranks:This period: 3 mentions, no comparison baseline, median budget $330. No comparison baseline 3 mentions 33 potential 248 NEW Turnkey Digital Asset and SaaS M&A Brokerage Business & Consulting Laravel React 🌐 Global Lead Why it ranks:This period: 3 mentions, no comparison baseline, median budget $500. No comparison baseline 3 mentions 33 potential 249 NEW Turnkey Spring Boot and Relational Web Portal Development Web Development Java Spring Boot 🌐 Global Lead Why it ranks:This period: 3 mentions, no comparison baseline, median budget $300. No comparison baseline 3 mentions 33 potential 250 NEW Idiomatic English-to-Tamil Document Translation and Localization Translation & Localization OmegaT SDL Trados 🌐 Global Lead Why it ranks:This period: 3 mentions, no comparison baseline, median budget $300. No comparison baseline 3 mentions 33 potential 251 NEW Licensed PE Structural Plan Review and Permit Stamping for Residential Structures CAD, Architecture & Engineering AutoCAD Revit 🌐 Global Lead Why it ranks:This period: 3 mentions, no comparison baseline, median budget $140. No comparison baseline 3 mentions 33 potential 252 ▲63 PDF Table Data Extraction and Excel Formatting AI & Automation Python pdfplumber 🌐 Global Lead Why it ranks:This period: 3 mentions, -25% change, median budget $20. ▼ -25% 3 mentions 33 potential 253 NEW Interactive Personal Blog with Threaded Discussion and Moderation Web Development Next.js Tailwind CSS 🌐 Global Lead Why it ranks:This period: 3 mentions, no comparison baseline, median budget $20. No comparison baseline 3 mentions 33 potential 254 ▲82 Cinematic Wedding and Event Videography Editing Video & Media Production DaVinci Resolve Adobe Premiere Pro 🌐 Global Lead Why it ranks:This period: 3 mentions, -25% change, median budget $140. ▼ -25% 3 mentions 33 potential 255 NEW Performance-Based International Sales Expansion for Analytics Platforms Customer & Sales HubSpot CRM LinkedIn Sales Navigator 🌐 Global Lead Why it ranks:This period: 3 mentions, no comparison baseline, median budget $20. No comparison baseline 3 mentions 33 potential 256 NEW Cross-Channel Short-Term Rental Listing and Conversion Optimization Other Airbnb Extranet Booking.com Partner Hub 🌐 Global Lead Why it ranks:This period: 3 mentions, no comparison baseline, median budget $20. No comparison baseline 3 mentions 33 potential 257 NEW Long-Form Novel Translation Telegram Bot Pipeline AI & Automation Python Telegram Bot API 🌐 Global Lead Why it ranks:This period: 3 mentions, no comparison baseline, median budget $15. No comparison baseline 3 mentions 33 potential 258 NEW Compromised Gaming Account Recovery and Support Appeal Dossier Preparation Software Development & QA Roblox Support Portal Zendesk 🌐 Global Lead Why it ranks:This period: 3 mentions, no comparison baseline, median budget $20. No comparison baseline 3 mentions 33 potential 259 ▲809 Android 14 testers for 18 consecuative days and daily use. Mobile Development Google Play Console Android 🌐 Global Lead Why it ranks:This period: 3 mentions, +50% change, median budget $20. ▲ +50% 3 mentions 33 potential 260 NEW Cross-Platform Financial Vault with Arabic RTL Support and Verified Family Sharing Finance & Fintech Flutter React Native 🌐 Global Lead Why it ranks:This period: 2 mentions, no comparison baseline, median budget $7.7K. No comparison baseline 2 mentions 33 potential 261 NEW High-Throughput Email Delivery and Analytics Engine CAD, Architecture & Engineering Laravel ClickHouse 🌐 Global Lead Why it ranks:This period: 2 mentions, no comparison baseline, median budget $3.2K. No comparison baseline 2 mentions 33 potential 262 NEW Webflow to Multilingual WordPress Theme Migration Web Development WordPress Webflow 🌐 Global Lead Why it ranks:This period: 2 mentions, no comparison baseline, median budget $1.1K. No comparison baseline 2 mentions 33 potential 263 ▲885 Layout-Preserving Hindi-to-English Precision Document Translation Translation & Localization Microsoft Word Adobe Acrobat 🌐 Global Lead Why it ranks:This period: 2 mentions, 0% change, median budget $712. — 2 mentions 33 potential 264 NEW B2B Outbound Appointment Setting and Pipeline Acquisition for Digital Agencies Customer & Sales Apollo.io LinkedIn Sales Navigator 🌐 Global Lead Why it ranks:This period: 2 mentions, no comparison baseline, median budget $632. No comparison baseline 2 mentions 33 potential 265 ▲758 Australian SME Xero Bookkeeping & BAS Compliance Management Finance & Fintech Xero Single Touch Payroll (STP) 🌐 Global Lead Why it ranks:This period: 2 mentions, 0% change, median budget $536. — 2 mentions 33 potential 266 NEW Performance-Based International Client Acquisition for High-Ticket Wellness Retreats Marketing & SEO LinkedIn Sales Navigator HubSpot CRM 🌐 Global Lead Why it ranks:This period: 2 mentions, no comparison baseline, median budget $500. No comparison baseline 2 mentions 33 potential 267 NEW Personalized Emotional Farewell Letter Ghostwriting Design & Creative Google Docs Markdown 🌐 Global Lead Why it ranks:This period: 2 mentions, no comparison baseline, median budget $500. No comparison baseline 2 mentions 33 potential 268 NEW Discord Community Onboarding and Daily Engagement Automation Other Discord API Python 🌐 Global Lead Why it ranks:This period: 2 mentions, no comparison baseline, median budget $500. No comparison baseline 2 mentions 33 potential 269 NEW Short-Form Social Video Production for Cultural Wellness & Traditional Medicine Content Creation CapCut Premiere Pro 🌐 Global Lead Why it ranks:This period: 2 mentions, no comparison baseline, median budget $500. No comparison baseline 2 mentions 33 potential 270 NEW Synchronized Multilingual Blog and Companion Video Localization Content & Writing Adobe Premiere Pro CapCut 🌐 Global Lead Why it ranks:This period: 2 mentions, no comparison baseline, median budget $500. No comparison baseline 2 mentions 33 potential