Idea Miner
Public Demand Signals for Indie Developers · 6 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).

54919
6 Months collected tasks
5428
features in current results
1 / 2
Contributing this period / total integrated
18468
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
2461 — Luxury Cosmetic Packaging Design Design & Creative Adobe Illustrator Adobe Photoshop 🌐 Global Lead Why it ranks:This period: 7 mentions, +100% change, median budget $84. ▲ +100% 7 mentions 30 potential 2462 — WooCommerce Conversion Rate Optimization and TikTok Shop Store Management Other TikTok Ads Manager TikTok Shop 🌐 Global Lead Why it ranks:This period: 7 mentions, +100% change, median budget $140. ▲ +100% 7 mentions 30 potential 2463 — YouTube Outdoor and Travel Vlog Video Editing and Narrative Pacing Video & Media Production Adobe Premiere Pro DaVinci Resolve 🌐 Global Lead Why it ranks:This period: 7 mentions, +100% change, median budget $84. ▲ +100% 7 mentions 30 potential 2464 — AI Tech Reels Creation and Viral Content Production AI & Automation Runway Gen-3 Midjourney 🌐 Global Lead Why it ranks:This period: 7 mentions, +100% change, median budget $84. ▲ +100% 7 mentions 30 potential 2465 — Batch Production of 100 Educational Video Reels Video & Media Production DaVinci Resolve Premiere Pro 🌐 Global Lead Why it ranks:This period: 7 mentions, +100% change, median budget $12. ▲ +100% 7 mentions 30 potential 2466 — Hindi and Telugu Anime Character Voice Acting and Dubbing Content & Writing Voice Recording Studio Audio Editing Software 🌐 Global Lead Why it ranks:This period: 7 mentions, +100% change, median budget $12. ▲ +100% 7 mentions 30 potential 2467 — B2B Outbound Cold Calling and Appointment Setting for Web Design Marketing & SEO Apollo.io Aircall 🌐 Global Lead Why it ranks:This period: 6 mentions, +100% change, median budget $320. ▲ +100% 6 mentions 30 potential 2468 — Custom Realistic Oil Painting Commission from Reference Photos Design & Creative Oil Paint Linen Canvas 🌐 Global Lead Why it ranks:This period: 6 mentions, +100% change, median budget $500. ▲ +100% 6 mentions 30 potential 2469 — Custom AI Customer Support Chatbot for WooCommerce Stores 📋 Brief: worth building AI & Automation WordPress WooCommerce 🌐 Global Lead Why it ranks:This period: 6 mentions, +100% change, median budget $192. ▲ +100% 6 mentions 30 potential 2470 — Figma UI/UX Design for Smart Building Portals and E-Commerce Design & Creative Figma Auto Layout 🌐 Global Lead Why it ranks:This period: 6 mentions, +100% change, median budget $84. ▲ +100% 6 mentions 30 potential 2471 — Bán sỉ áo sơ mi nam Design & Creative Adobe Illustrator CLO 3D 🌐 Global Lead Why it ranks:This period: 6 mentions, +100% change, median budget $500. ▲ +100% 6 mentions 30 potential 2472 — Budget Travel Article Writing and Cost-Saving Destination Itinerary Guides Content & Writing SEO writing tools Numbeo 🌐 Global Lead Why it ranks:This period: 6 mentions, +100% change, median budget $500. ▲ +100% 6 mentions 30 potential 2473 — Hindi Print-to-Word Unicode Transcription and Layout Recreation Content & Writing Microsoft Word Unicode Devanagari 🌐 Global Lead Why it ranks:This period: 6 mentions, +100% change, median budget $300. ▲ +100% 6 mentions 30 potential 2474 — High-Fidelity PDF to Editable Word Document Reconstruction Content & Writing Microsoft Word Adobe Acrobat 🌐 Global Lead Why it ranks:This period: 6 mentions, +100% change, median budget $300. ▲ +100% 6 mentions 30 potential 2475 — Full-Stack Next.js E-Commerce Storefront for Fashion Jewelry and Apparel E-commerce Next.js React 🌐 Global Lead Why it ranks:This period: 6 mentions, +100% change, median budget $235. ▲ +100% 6 mentions 30 potential 2476 — AI-Generated High-Converting Commercial Video Ad AI & Automation Runway Gen-3 Midjourney 🌐 Global Lead Why it ranks:This period: 6 mentions, +100% change, median budget $192. ▲ +100% 6 mentions 30 potential 2477 — High-CTR Minimalist Minecraft YouTube Thumbnails Design & Creative Adobe Photoshop Figma 🌐 Global Lead Why it ranks:This period: 6 mentions, +100% change, median budget $84. ▲ +100% 6 mentions 30 potential 2478 — Native German Voice Actors for Call Center Simulation Audio Recording CAD, Architecture & Engineering WebRTC FFmpeg 🌐 Global Lead Why it ranks:This period: 6 mentions, +100% change, median budget $84. ▲ +100% 6 mentions 30 potential 2479 — Shopify Storefront Setup, Bulk Product Catalog Upload, and SEO Configuration 📋 Brief: worth building E-commerce Shopify Shopify Liquid 🌐 Global Lead Why it ranks:This period: 5 mentions, +100% change, median budget $500. ▲ +100% 5 mentions 30 potential 2480 — Photorealistic Modern Residential 3D Exterior and Landscape Rendering CAD, Architecture & Engineering 3ds Max Corona Renderer 🌐 Global Lead Why it ranks:This period: 5 mentions, +100% change, median budget $152. ▲ +100% 5 mentions 30 potential 2481 — Organic Reddit Marketing and Subreddit Community Growth Strategy 📋 Brief: worth building Other Reddit Syften 🌐 Global Lead Why it ranks:This period: 5 mentions, +100% change, median budget $300. ▲ +100% 5 mentions 30 potential 2482 — Social Media Advertising and Paid Meta Campaigns for Children's Books Marketing & SEO Meta Business Suite Canva 🌐 Global Lead Why it ranks:This period: 5 mentions, +100% change, median budget $500. ▲ +100% 5 mentions 30 potential 2483 — Evidence-Based Nutrition and Dietetics Blog Article Writing Content & Writing PubMed WordPress 🌐 Global Lead Why it ranks:This period: 5 mentions, +100% change, median budget $500. ▲ +100% 5 mentions 30 potential 2484 — AI-Automated WordPress Website Development and API Integration AI & Automation WordPress PHP 🌐 Global Lead Why it ranks:This period: 5 mentions, +100% change, median budget $370. ▲ +100% 5 mentions 30 potential 2485 — Indonesian Enterprise IT Operations Support and System Maintenance Other PostgreSQL FastAPI 🌐 Global Lead Why it ranks:This period: 5 mentions, +100% change, median budget $500. ▲ +100% 5 mentions 30 potential 2486 — Corporate Wikipedia Page Creation for Tech Company Content & Writing MediaWiki Wikitext 🌐 Global Lead Why it ranks:This period: 5 mentions, +100% change, median budget $140. ▲ +100% 5 mentions 30 potential 2487 — Cross-Border Seller Onboarding and Compliance Setup for Mexican Marketplaces E-commerce Mercado Libre Amazon Mexico 🌐 Global Lead Why it ranks:This period: 5 mentions, +100% change, median budget $140. ▲ +100% 5 mentions 30 potential 2488 — Modern Corporate Information and Business Profile Website 📋 Brief: worth building Web Development Astro Next.js 🌐 Global Lead Why it ranks:This period: 5 mentions, +100% change, median budget $300. ▲ +100% 5 mentions 30 potential 2489 — Google Ads Search Campaign Setup and Inbound Lead Generation Optimization Marketing & SEO Google Ads Google Tag Manager 🌐 Global Lead Why it ranks:This period: 5 mentions, +100% change, median budget $84. ▲ +100% 5 mentions 30 potential 2490 — Multi-Channel B2B and B2C Prospect Lead Generation Marketing & SEO Apollo.io LinkedIn Sales Navigator 🌐 Global Lead Why it ranks:This period: 5 mentions, +100% change, median budget $300. ▲ +100% 5 mentions 30 potential