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
2521 — Neuroimaging Research Manuscript Structuring and Drafting CAD, Architecture & Engineering FreeSurfer LaTeX 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $9. ▲ +100% 2 mentions 30 potential 2522 — Japan-Based Trading Card Game Wholesale Sourcing and Procurement Logistics & Field Services Netsea Super Delivery 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $9. ▲ +100% 2 mentions 30 potential 2523 — Government and Commercial Tender Acquisition & Bid Management Business & Consulting Python Playwright 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $7. ▲ +100% 2 mentions 30 potential 2524 — High-Net-Worth Investor Outreach for Luxury Goods Platforms Finance & Fintech PitchBook LinkedIn Sales Navigator 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $0. ▲ +100% 2 mentions 30 potential 2525 — Residential Structural Engineering for Building Permits CAD, Architecture & Engineering AutoCAD Enercalc 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $4K. — 1 mentions 30 potential 2526 — Full-Cycle Technical Recruiting and Software Engineering Talent Sourcing Other Greenhouse Ashby 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $2.2K. — 1 mentions 30 potential 2527 — PDF Floor Plan Vector Conversion for Revit and Enscape CAD, Architecture & Engineering AutoCAD Revit 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $2.2K. — 1 mentions 30 potential 2528 — Tech Product Launch Copywriting and In-Depth Review Articles Content & Writing Markdown Google Docs 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $1.4K. — 1 mentions 30 potential 2529 — Classic Fashion and Accessories E-Commerce Store Development E-commerce Shopify Liquid 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $1.4K. — 1 mentions 30 potential 2530 — Custom Fine Art Replication on Furniture and Bar Carts Other Fine Art Painting Artistic Replication Techniques 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $1.1K. — 1 mentions 30 potential 2531 — B2B Sales Referral Partnership for Digital Marketing and Web Agency Customer & Sales HubSpot PartnerStack 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $1.1K. — 1 mentions 30 potential 2532 — Nonprofit Grant Proposal Writing for Community and Healthcare Initiatives Content & Writing Grants.gov Instrumentl 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $1.1K. — 1 mentions 30 potential 2533 — Nonprofit Youth Organization Grant Proposal Writing Content & Writing Grants.gov Candid Foundation Directory 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $1.1K. — 1 mentions 30 potential 2534 — Urgent Live Chat Customer Support and WhatsApp Inbox Management Customer & Sales WhatsApp Business Intercom 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $1.1K. — 1 mentions 30 potential 2535 — 2D Architectural Plan to 3D Revit and SketchUp Conversion CAD, Architecture & Engineering SketchUp Autodesk Revit 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $742. — 1 mentions 30 potential 2536 — Creative Portfolio Website for Video Editors and Designers Other Next.js Tailwind CSS 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $545. — 1 mentions 30 potential 2537 — Accurate Printed Paper Record Transcription to Formatted Excel Sheets AI & Automation Python openpyxl 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $545. — 1 mentions 30 potential 2538 — Boutique Hotel and Luxury Event Venue Website Redesign 📋 Brief: worth building Web Development WordPress PHP 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $545. — 1 mentions 30 potential 2539 — Blender 3D Environment and Asset Texturing for PC Games Video & Media Production Blender Substance 3D Painter 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $545. — 1 mentions 30 potential 2540 — Indonesian Fashion Apparel E-Commerce Product Description Copywriting E-commerce Shopee Seller Centre Tokopedia Seller 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $500. — 1 mentions 30 potential 2541 — Printed Paper Document Transcription and Structured Excel Entry Other Python PaddleOCR 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $500. — 1 mentions 30 potential 2542 — Native and Unity Android Mobile Game Development from Concept Mobile Development Unity C# 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $500. — 1 mentions 30 potential 2543 — QuickBooks Bank Statement and Mutual Fund Reconciliation Finance & Fintech QuickBooks Online QuickBooks Desktop 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $500. — 1 mentions 30 potential 2544 — Social Media Promotional Video Production for Adult Consumer Products Video & Media Production Premiere Pro CapCut 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $500. — 1 mentions 30 potential 2545 — Social Media Sales Funnel and DM Lead Optimization Customer & Sales WhatsApp Business Meta Ads Manager 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $500. — 1 mentions 30 potential 2546 — Remote Healthcare Recruitment Partner for StrongBodyAI HR & Recruitment Next.js FastAPI 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $500. — 1 mentions 30 potential 2547 — Next.js Frontend and PHP Backend Architecture Maintenance and Refactoring Other Next.js PHP 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $500. — 1 mentions 30 potential 2548 — Product Promotional Poster and Commercial Banner Design Design & Creative Adobe Illustrator Adobe Photoshop 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $500. — 1 mentions 30 potential 2549 — Revit Interior Architectural 3D Rendering CAD, Architecture & Engineering Autodesk Revit Enscape 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $500. — 1 mentions 30 potential 2550 — Adventure Travel Guide and Remote Wilderness Trekking Article Writing Marketing & SEO WordPress Ahrefs 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $500. — 1 mentions 30 potential