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).

17862
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
View all →
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
181 ▲281 Large-Scale Architectural 3D Modeling and Photorealistic Walkthrough Animation Design & Creative 3ds Max Unreal Engine 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $12. — 1 mentions 36 potential 182 NEW Google Workspace Outbound Sales Email & Deliverability Setup Marketing & SEO Google Workspace DNS 🌐 Global Lead Why it ranks:This period: 5 mentions, no comparison baseline, median budget $500. No comparison baseline 5 mentions 35 potential 183 NEW Automated Scanned PDF Form Extraction to Structured Excel AI & Automation Python Tesseract OCR 🌐 Global Lead Why it ranks:This period: 4 mentions, no comparison baseline, median budget $300. No comparison baseline 4 mentions 35 potential 184 ▲2706 On-Demand Geotagged Physical Site and Entity Verification Logistics & Field Services EXIF Metadata GPS Geolocation 🌐 Global Lead Why it ranks:This period: 4 mentions, +300% change, median budget $35. ▲ +300% 4 mentions 35 potential 185 NEW Automated Proposal Generator and Portfolio Showcase for Zero-History Freelance Profiles Other Python Freelancer API 🌐 Global Lead Why it ranks:This period: 4 mentions, no comparison baseline, median budget $20. No comparison baseline 4 mentions 35 potential 186 NEW Migrating Managed Cloud Streaming and Content Moderation to Open-Source Infrastructure Other MediaMTX AWS IVS 🌐 Global Lead Why it ranks:This period: 3 mentions, no comparison baseline, median budget $5.0K. No comparison baseline 3 mentions 35 potential 187 NEW On-Demand Local Videographer Dispatch for Remote Customer Testimonials Video & Media Production Frame.io Cloud Storage 🌐 Global Lead Why it ranks:This period: 3 mentions, no comparison baseline, median budget $1.1K. No comparison baseline 3 mentions 35 potential 188 NEW On-the-Ground Commercial Liaison for Mexico E-Commerce Expansion E-commerce WhatsApp Business HubSpot CRM 🌐 Global Lead Why it ranks:This period: 3 mentions, no comparison baseline, median budget $500. No comparison baseline 3 mentions 35 potential 189 ▲23 Polished YouTube Video Editing and Subtitling Video & Media Production Adobe Premiere Pro DaVinci Resolve 🌐 Global Lead Why it ranks:This period: 3 mentions, -25% change, median budget $12. ▼ -25% 3 mentions 35 potential 190 ▲242 Modern Company Logo Creation 📋 Brief: worth building Design & Creative Graphic Design Software 🌐 Global Lead Why it ranks:This period: 2 mentions, 0% change, median budget $192. — 2 mentions 35 potential 191 NEW Turnkey Regional PropTech Marketplace with Regulatory MLS Integration Logistics & Field Services Python PostgreSQL 🌐 Global Lead Why it ranks:This period: 2 mentions, no comparison baseline, median budget $300. No comparison baseline 2 mentions 35 potential 192 NEW Automated 2D Fabrication Drawing Generation from 3D STEP Models AI & Automation Python OpenCASCADE 🌐 Global Lead Why it ranks:This period: 2 mentions, no comparison baseline, median budget $105. No comparison baseline 2 mentions 35 potential 193 NEW Unified Multi-Channel Social and TikTok Shop Operations Automation E-commerce TikTok Shop API Meta Graph API 🌐 Global Lead Why it ranks:This period: 2 mentions, no comparison baseline, median budget $80. No comparison baseline 2 mentions 35 potential 194 ▼321 Custom Web Application Development Web Development TypeScript React 🌐 Global Lead Why it ranks:This period: 2 mentions, -33% change, median budget $48. ▼ -33% 2 mentions 35 potential 195 ▼751 Targeted Demographic Facial Video Data Collection Pipeline AI & Automation WebRTC MediaPipe 🌐 Global Lead Why it ranks:This period: 1 mentions, -75% change, median budget $500. ▼ -75% 1 mentions 35 potential 196 ▼891 Minimalist Logo Design and Brand Identity Illustrations 📋 Brief: worth building Design & Creative Adobe Illustrator SVG 🌐 Global Lead Why it ranks:This period: 1 mentions, -80% change, median budget $305. ▼ -80% 1 mentions 35 potential 197 ▼978 Modern Agency Portfolio Website Development 📋 Brief: worth building Web Development HTML5 CSS3 🌐 Global Lead Why it ranks:This period: 1 mentions, -83% change, median budget $300. ▼ -83% 1 mentions 35 potential 198 NEW Paramount Cash For cars Web Development WordPress Next.js 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $92. No comparison baseline 1 mentions 35 potential 199 ▲1221 On-Site Urine Specimen Collector in Brussels for Drug Testing Business & Consulting Field Service Management (FSM) Digital Chain-of-Custody (eCoC) 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $50. — 1 mentions 35 potential 200 ▼9 Shopify E-Commerce Store Setup and On-Page SEO Optimization 📋 Brief: worth building E-commerce Shopify Liquid 🌐 Global Lead Why it ranks:This period: 9 mentions, -62% change, median budget $84. ▼ -63% 9 mentions 34 potential 201 ▼6 Brand Identity and Logo Design for Marketing Agency Design & Creative Figma Adobe Premiere Pro 🌐 Global Lead Why it ranks:This period: 8 mentions, -47% change, median budget $140. ▼ -47% 8 mentions 34 potential 202 NEW AI-Driven Hospitality Email Marketing and Guest Lifecycle Automation AI & Automation OpenAI API Klaviyo 🌐 Global Lead Why it ranks:This period: 5 mentions, no comparison baseline, median budget $500. No comparison baseline 5 mentions 34 potential 203 ▼1 Modern Residential Interior Design and 3D Renders 📋 Brief: worth building CAD, Architecture & Engineering AutoCAD SketchUp 🌐 Global Lead Why it ranks:This period: 4 mentions, -43% change, median budget $315. ▼ -43% 4 mentions 34 potential 204 ▼120 Engaging TikTok and Instagram Reels Editing with Kinetic Lyric Animation 📋 Brief: worth building Video & Media Production Adobe Premiere Pro CapCut Pro 🌐 Global Lead Why it ranks:This period: 4 mentions, -76% change, median budget $52. ▼ -76% 4 mentions 34 potential 205 ▲97 Indonesian WhatsApp Business Chat Administrator and Customer Support AI & Automation WhatsApp Business API Node.js 🌐 Global Lead Why it ranks:This period: 3 mentions, -25% change, median budget $500. ▼ -25% 3 mentions 34 potential 206 ▲291 AI-Generated Viral Shorts -- 2 📋 Brief: worth building AI & Automation Runway Gen-3 Midjourney 🌐 Global Lead Why it ranks:This period: 3 mentions, 0% change, median budget $500. — 3 mentions 34 potential 207 NEW TikTok Shop Launch and Catalog Operations Pipeline E-commerce TikTok Seller Center TikTok Ads Manager 🌐 Global Lead Why it ranks:This period: 3 mentions, no comparison baseline, median budget $150. No comparison baseline 3 mentions 34 potential 208 ▲59 Automated PDF Data Extraction to Spreadsheet 📋 Brief: worth building AI & Automation Python PDF Parsing Libraries (e.g., pdfplumber, PyPDF2, tabula-py) 🌐 Global Lead Why it ranks:This period: 3 mentions, -25% change, median budget $140. ▼ -25% 3 mentions 34 potential 209 ▲1996 Precision Digitization of Handwritten Manuscripts and Scanned Notes Content & Writing Microsoft Word Google Docs 🌐 Global Lead Why it ranks:This period: 3 mentions, +200% change, median budget $300. ▲ +200% 3 mentions 34 potential 210 NEW Multi-Tenant Enterprise Real-Time Analytics SaaS Platform Data & Analytics PostgreSQL ClickHouse 🌐 Global Lead Why it ranks:This period: 2 mentions, no comparison baseline, median budget $1.4K. No comparison baseline 2 mentions 34 potential