Idea Miner
Public Demand Signals for Indie Developers · 1 Year

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).

54682
1 Year 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
2431 — Automated B2B Lead Sourcing and CRM Data Hygiene Pipeline AI & Automation Python Playwright 🌐 Global Lead Why it ranks:This period: 1 mentions, +100% change, median budget $24. ▲ +100% 1 mentions 31 potential 2432 — Production App Store and Google Play Deployment for Expo Projects Mobile Development Expo React Native 🌐 Global Lead Why it ranks:This period: 1 mentions, +100% change, median budget $12. ▲ +100% 1 mentions 31 potential 2433 — Seeking skilled web developer for ongoing... - Freelance Job in ... Web Development 🌐 Global Lead Why it ranks:This period: 1 mentions, +100% change, median budget $12. ▲ +100% 1 mentions 31 potential 2434 — Professional YouTube Video Editor Video & Media Production Adobe Premiere Pro Final Cut Pro 🌐 Global Lead Why it ranks:This period: 25 mentions, +100% change, median budget $20. ▲ +100% 25 mentions 30 potential 2435 — 50-Page PDF Document Formatting and Word Conversion Content & Writing Python PyMuPDF 🌐 Global Lead Why it ranks:This period: 23 mentions, +100% change, median budget $300. ▲ +100% 23 mentions 30 potential 2436 — Full-Stack Web Development for AI-Powered Application Platform 📋 Brief: worth building Web Development Next.js FastAPI 🌐 Global Lead Why it ranks:This period: 22 mentions, +100% change, median budget $325. ▲ +100% 22 mentions 30 potential 2437 — Modern Brand Identity and Combination Logo Design Design & Creative Adobe Illustrator Figma 🌐 Global Lead Why it ranks:This period: 17 mentions, +100% change, median budget $140. ▲ +100% 17 mentions 30 potential 2438 — Handwritten Manuscript Digitization and Structural Proofreading Video & Media Production Microsoft Word Adobe Acrobat 🌐 Global Lead Why it ranks:This period: 15 mentions, +100% change, median budget $300. ▲ +100% 15 mentions 30 potential 2439 — Organic Google SEO Strategy and Blog Traffic Growth Optimization Marketing & SEO Google Search Console Google Analytics 4 🌐 Global Lead Why it ranks:This period: 15 mentions, +100% change, median budget $84. ▲ +100% 15 mentions 30 potential 2440 — Roblox Game Scripting and Prototype Development in Lua 📋 Brief: worth building Software Development & QA Roblox Studio Luau 🌐 Global Lead Why it ranks:This period: 14 mentions, +100% change, median budget $140. ▲ +100% 14 mentions 30 potential 2441 — Wikipedia Page Creation and Monitoring Digital Marketing Wikipedia Content Management 🌐 Global Lead Why it ranks:This period: 14 mentions, +100% change, median budget $300. ▲ +100% 14 mentions 30 potential 2442 — AI Conversational Voice Agent for Automated E-Commerce Order Processing AI & Automation Twilio Retell AI 🌐 Global Lead Why it ranks:This period: 13 mentions, +100% change, median budget $140. ▲ +100% 13 mentions 30 potential 2443 — Instagram Post Copywriting, Caption Crafting, and Feed Management Marketing & SEO Instagram Creator Studio Meta Business Suite 🌐 Global Lead Why it ranks:This period: 12 mentions, +100% change, median budget $226. ▲ +100% 12 mentions 30 potential 2444 — Cross-Border E-Commerce Localization & Marketplace Operations for Mexico E-commerce Mercado Libre Amazon Seller Central 🌐 Global Lead Why it ranks:This period: 12 mentions, +100% change, median budget $140. ▲ +100% 12 mentions 30 potential 2445 — YouTube Video Performance Analysis and SEO Optimization Audit Other Blender HTML5 🌐 Global Lead Why it ranks:This period: 12 mentions, +100% change, median budget $20. ▲ +100% 12 mentions 30 potential 2446 — Outbound B2B Telemarketing Pipeline for Web Development Client Acquisition Marketing & SEO HubSpot CRM Zoho CRM 🌐 Global Lead Why it ranks:This period: 11 mentions, +100% change, median budget $300. ▲ +100% 11 mentions 30 potential 2447 — Microsoft Excel Spreadsheet Data Entry and Standardization Data & Analytics Python pandas 🌐 Global Lead Why it ranks:This period: 11 mentions, +100% change, median budget $300. ▲ +100% 11 mentions 30 potential 2448 — Short-Form Video Editing and Style Replication Video & Media Production Adobe Premiere Pro CapCut 🌐 Global Lead Why it ranks:This period: 10 mentions, +100% change, median budget $12. ▲ +100% 10 mentions 30 potential 2449 — Indonesian E-Commerce Product Description Copywriting E-commerce LLM Prompting Markdown 🌐 Global Lead Why it ranks:This period: 10 mentions, +100% change, median budget $500. ▲ +100% 10 mentions 30 potential 2450 — Google Ads and Meta Paid Campaign Performance Optimization Digital Marketing Google Ads Meta Ads 🌐 Global Lead Why it ranks:This period: 10 mentions, +100% change, median budget $93. ▲ +100% 10 mentions 30 potential 2451 — On-Site Corporate Physical Verification and Photography in Malaysia Software Development & QA React Native PostGIS 🌐 Global Lead Why it ranks:This period: 10 mentions, +100% change, median budget $16. ▲ +100% 10 mentions 30 potential 2452 — Native Android Social Networking App Development Mobile Development Android Kotlin 🌐 Global Lead Why it ranks:This period: 9 mentions, +100% change, median budget $300. ▲ +100% 9 mentions 30 potential 2453 — Layout-Preserving Non-Latin Document OCR and Word Reconstruction Content & Writing Tesseract OCR Google Cloud Vision API 🌐 Global Lead Why it ranks:This period: 8 mentions, +100% change, median budget $300. ▲ +100% 8 mentions 30 potential 2454 — Photorealistic 3D Architectural Modeling and Residential House Rendering CAD, Architecture & Engineering SolidWorks Blender 🌐 Global Lead Why it ranks:This period: 8 mentions, +100% change, median budget $220. ▲ +100% 8 mentions 30 potential 2455 — Corporate Promotional and Marketing Video Post-Production 📋 Brief: worth building Video & Media Production Adobe Premiere Pro Adobe After Effects 🌐 Global Lead Why it ranks:This period: 8 mentions, +100% change, median budget $192. ▲ +100% 8 mentions 30 potential 2456 — Handwritten Indic Document Digitization and Layout-Preserving PDF Typesetting Content & Writing Devanagari Unicode Adobe InDesign 🌐 Global Lead Why it ranks:This period: 8 mentions, +100% change, median budget $220. ▲ +100% 8 mentions 30 potential 2457 — Modern Typographic and Icon Combination Logo Design Design & Creative Adobe Illustrator Figma 🌐 Global Lead Why it ranks:This period: 8 mentions, +100% change, median budget $112. ▲ +100% 8 mentions 30 potential 2458 — Quick Video Trimming and Raw Footage Cleanup Other Python FFmpeg 🌐 Global Lead Why it ranks:This period: 8 mentions, +100% change, median budget $16. ▲ +100% 8 mentions 30 potential 2459 — B2B Sales Prospecting Database and Verified Lead List Generation Data & Analytics Python PostgreSQL 🌐 Global Lead Why it ranks:This period: 7 mentions, +100% change, median budget $500. ▲ +100% 7 mentions 30 potential 2460 — 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