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 →
40042
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
2551 — Luxury Vegan Leather Handbag Line Design Design & Creative Adobe Illustrator CLO 3D 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $500. — 1 mentions 30 potential 2552 — Social Media Manager for Portugal (European Portuguese) Marketing & SEO Facebook Instagram 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $500. — 1 mentions 30 potential 2553 — Lead-Driven Social Content Strategy Marketing & SEO LinkedIn Instagram 🌐 Global Lead Why it ranks:This period: 1 mentions, -67% change, median budget $500. ▼ -67% 1 mentions 30 potential 2554 — China-Based Procurement and Logistics Talent Sourcing Logistics & Field Services 1688 WeChat 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $500. — 1 mentions 30 potential 2555 — Technical SEO Optimization for B2B Industrial Enterprise Website Marketing & SEO Google Search Console Screaming Frog 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $500. — 1 mentions 30 potential 2556 — Architectural Drafting Service for House Extensions CAD, Architecture & Engineering Web Platform Frontend Framework 🌐 Global Lead Why it ranks:This period: 1 mentions, -50% change, median budget $500. ▼ -50% 1 mentions 30 potential 2557 — Algorithmic Forex Trading Bot for NinjaTrader/MetaTrader Other MetaTrader NinjaTrader 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $500. — 1 mentions 30 potential 2558 — Traditional Wedding Ceremony Photography Video & Media Production 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $500. — 1 mentions 30 potential 2559 — SVGA/Lottie Animator for Live Streaming App Graphics Video & Media Production SVGA Lottie 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $500. — 1 mentions 30 potential 2560 — AI-Driven Administrative Task Automation and Data Workflow Integration AI & Automation Make n8n 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $370. — 1 mentions 30 potential 2561 — Shopify High-End Jewelry E-Commerce Store Design E-commerce Shopify Liquid 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $330. — 1 mentions 30 potential 2562 — Local Lead Generation via Meta and Google Ads Marketing & SEO Meta Ads Manager Google Ads 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $330. — 1 mentions 30 potential 2563 — Full-Stack PHP and React.js Dynamic Web Application Development Web Development PHP React 🌐 Global Lead Why it ranks:This period: 1 mentions, +100% change, median budget $330. ▲ +100% 1 mentions 30 potential 2564 — WhatsApp Business API Customer Support and AI Chatbot Automation 📋 Brief: worth building AI & Automation WhatsApp Business API OpenAI / Gemini LLM 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $300. — 1 mentions 30 potential 2565 — Lifestyle Vlog Video Editing Video & Media Production Adobe Premiere Pro DaVinci Resolve 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $300. — 1 mentions 30 potential 2566 — Paid Advertising Campaign Setup across Google Ads and Ad Networks Marketing & SEO Google Ads TrafficStars 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $300. — 1 mentions 30 potential 2567 — High-CTR YouTube Thumbnail Graphic Design Design & Creative Adobe Photoshop Adobe Lightroom 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $300. — 1 mentions 30 potential 2568 — AI-Powered Video Editing and Content Production AI & Automation Premiere Pro DaVinci Resolve 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $300. — 1 mentions 30 potential 2569 — Mixed-Style Website Promotional Video Production Video & Media Production Adobe Premiere Pro Adobe After Effects 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $300. — 1 mentions 30 potential 2570 — Realistic Graphite and Charcoal Pencil Portrait Drawing from Photo Design & Creative Graphite Pencils (2H-8B) Heavyweight Archival Paper 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $300. — 1 mentions 30 potential 2571 — Digital-First Logo Design for Web Platforms Design & Creative Figma Adobe Illustrator 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $300. — 1 mentions 30 potential 2572 — Travel Agency Instagram Engagement and Lead Generation Strategy Marketing & SEO Instagram Google Ads 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $300. — 1 mentions 30 potential 2573 — Career Portfolio Website Redesign for Job Seekers 📋 Brief: worth building Web Development Next.js Framer Motion 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $300. — 1 mentions 30 potential 2574 — Commission-Based B2B Sales and Business Development Partnership Customer & Sales HubSpot CRM LinkedIn Sales Navigator 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $300. — 1 mentions 30 potential 2575 — Freelance Enterprise Cybersecurity Services B2B Business Development Customer & Sales HubSpot LinkedIn Sales Navigator 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $300. — 1 mentions 30 potential 2576 — Global Trade and Market Analysis for Freeze-Dried Produce Data & Analytics Panjiva ImportGenius 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $300. — 1 mentions 30 potential 2577 — Structural Engineering Design for Steel Pre-Engineered Building CAD, Architecture & Engineering STAAD.Pro ETABS 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $300. — 1 mentions 30 potential 2578 — Figma UI/UX Design and Design System Component Development Web Development JavaScript HTML/CSS 🌐 Global Lead Why it ranks:This period: 1 mentions, +100% change, median budget $300. ▲ +100% 1 mentions 30 potential 2579 — UI/UX Product Design for AI Travel Booking Platform AI & Automation Python Django 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $300. — 1 mentions 30 potential 2580 — Instagram Influencer Affiliate Manager for SaaS Promotion Web Development JavaScript HTML/CSS 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $300. — 1 mentions 30 potential