Idea Miner
Public Demand Signals for Indie Developers · 2 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).

Top Feature Mention Trend Site Verifier Management Platform →
39805
2 Months collected tasks
4726
features in current results
1 / 2
Contributing this period / total integrated
13672
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
2341 — Expat Relocation Assistance & Platform Shift Booking Proxy Business & Consulting GIG cx Google Workspace 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $395. ▲ +100% 2 mentions 30 potential 2342 — Residential Architectural Plan Revisions for Building Permit Approval CAD, Architecture & Engineering AutoCAD Revit 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $372. ▲ +100% 2 mentions 30 potential 2343 — Automated Shift Grabbing and Route Booking Backend AI & Automation Python FastAPI 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $370. ▲ +100% 2 mentions 30 potential 2344 — Cross-Platform Android and Desktop QA Functional Testing Other Android ADB 🌐 Global Lead Why it ranks:This period: 2 mentions, 0% change, median budget $347. — 2 mentions 30 potential 2345 — Rental Boyfriend Chat Platform Other WebSocket Redis 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $342. ▲ +100% 2 mentions 30 potential 2346 — Automated Raw Spreadsheet Cleaning and Tabular Restructuring Data & Analytics Excel Power Query 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $337. ▲ +100% 2 mentions 30 potential 2347 — Static Document Table Digitization and Excel Normalization Data & Analytics Python pandas 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $335. ▲ +100% 2 mentions 30 potential 2348 — Scalable n8n AI Workflow Automation and Social Media Pipelines AI & Automation n8n JavaScript 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $326. ▲ +100% 2 mentions 30 potential 2349 — Minimalist 9:16 Vertical Commercial Video Production Video & Media Production CapCut Premiere Pro 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $320. ▲ +100% 2 mentions 30 potential 2350 — Smartphone Spec Comparison and Affiliate Discovery Portal 📋 Brief: worth building Web Development Next.js PostgreSQL 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $320. ▲ +100% 2 mentions 30 potential 2351 — Odoo ERP and Online Vehicle Booking Website for USG Auto in Riyadh AI & Automation Odoo 17 Python 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $320. ▲ +100% 2 mentions 30 potential 2352 — Freight Dispatch Carrier Acquisition and Compliance Onboarding Logistics & Field Services FMCSA SAFER DAT One 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $320. ▲ +100% 2 mentions 30 potential 2353 — Prototype-to-Production CAD Modeling for Tooling and Mold Fabrication Design & Creative SolidWorks Autodesk Fusion 360 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $320. ▲ +100% 2 mentions 30 potential 2354 — Jurisdiction-Compliant PE Digital Signing and Plan Certification CAD, Architecture & Engineering PKI Digital Certificates Bluebeam Revu 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $320. ▲ +100% 2 mentions 30 potential 2355 — End-to-End Localized Talent Acquisition and Staffing for E-commerce Expansion in Mexico HR & Recruitment LinkedIn Recruiter OCCMundial 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $320. ▲ +100% 2 mentions 30 potential 2356 — Cross-Border Unilateral NDA and IP Protection Agreement Drafting Business & Consulting Cross-Border Commercial Law Ontario Contract Law 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $301. ▲ +100% 2 mentions 30 potential 2357 — Minimalist Red and Blue Brand Logo Design Design & Creative Adobe Illustrator Figma 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $300. ▲ +100% 2 mentions 30 potential 2358 — B2B Prospect Nurturing and Sales-Focused Email Marketing Automation AI & Automation Klaviyo ActiveCampaign 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $300. ▲ +100% 2 mentions 30 potential 2359 — End-to-End Cross-Platform Mobile Application Development for iOS and Android Mobile Development Flutter React Native 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $300. ▲ +100% 2 mentions 30 potential 2360 — Hybrid Shopify and .NET Cloud Integration Engineering for Agencies E-commerce Shopify .NET 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $300. ▲ +100% 2 mentions 30 potential 2361 — Creative Website UI/UX Redesign with Regional Aesthetic Direction Design & Creative Figma Adobe Photoshop 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $300. ▲ +100% 2 mentions 30 potential 2362 — Clinical Rehabilitation and Therapy Showcase Video Editing Video & Media Production Adobe Premiere Pro DaVinci Resolve 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $300. ▲ +100% 2 mentions 30 potential 2363 — Compact Urban Lot Multi-Story Residential Blueprint Design CAD, Architecture & Engineering AutoCAD Autodesk Revit 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $300. ▲ +100% 2 mentions 30 potential 2364 — Offline-First High-Altitude Pilgrimage Guide and Companion App Mobile Development Flutter SQLite 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $300. ▲ +100% 2 mentions 30 potential 2365 — Outbound B2B Sales & Pipeline Generation for HR Screening Services Customer & Sales LinkedIn Sales Navigator HubSpot 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $300. ▲ +100% 2 mentions 30 potential 2366 — Weekly Investment Return Consolidation for Master Spreadsheets AI & Automation Excel Power Query 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $300. ▲ +100% 2 mentions 30 potential 2367 — Esports Tournament Management App Development Software Development & QA Android Mobile Development 🌐 Global Lead Why it ranks:This period: 2 mentions, 0% change, median budget $300. — 2 mentions 30 potential 2368 — Kitchen and Custom Joinery CAD Drafting Support CAD, Architecture & Engineering AutoCAD SketchUp 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $296. ▲ +100% 2 mentions 30 potential 2369 — Build & Host Business Website Web Development HTML5 Tailwind CSS 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $292. ▲ +100% 2 mentions 30 potential 2370 — Dubai Real Estate Digital Marketer Needed Marketing & SEO WordPress Webflow 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $292. ▲ +100% 2 mentions 30 potential