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).

19165
Monthly collected tasks
2837
features in current results
1 / 2
Contributing this period / total integrated
6120
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
2371 NEW Tally Prime Accounting & bank reconciliation, typing Finance & Fintech Tally Prime 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $300. No comparison baseline 1 mentions 20 potential 2372 ▲75 Trend-Driven Graphic and Consumer Product Packaging Design Design & Creative Adobe Illustrator Adobe Photoshop 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $84. — 1 mentions 20 potential 2373 ▲750 Outbound Telesales and Web Lead Conversion Outreach Customer & Sales VoIP HubSpot CRM 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $84. — 1 mentions 20 potential 2374 ▼1069 Recurring Monthly SEO Content Writing Retainer Marketing & SEO WordPress Ahrefs 🌐 Global Lead Why it ranks:This period: 1 mentions, -50% change, median budget $84. ▼ -50% 1 mentions 20 potential 2375 ▼273 Cross-Platform Grocery and Food Delivery Mobile App UI/UX Redesign Mobile Development Figma iOS 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $84. — 1 mentions 20 potential 2376 ▼741 Production Web Application Penetration Testing & Vulnerability Assessment Software Development & QA Burp Suite OWASP Top 10 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $84. — 1 mentions 20 potential 2377 NEW End-to-End 2D Character Animation for Service Explainer Videos Video & Media Production Adobe After Effects Adobe Illustrator 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $84. No comparison baseline 1 mentions 20 potential 2378 NEW React Native E-commerce App Development E-commerce React Native 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $300. No comparison baseline 1 mentions 20 potential 2379 ▼1635 Multi-Brand Weekly Social Media Content Creation and Graphic Design Marketing & SEO Social Media Platforms Content Creation Software 🌐 Global Lead Why it ranks:This period: 1 mentions, -75% change, median budget $300. ▼ -75% 1 mentions 20 potential 2380 ▲502 Dedicated Job Application Pipeline & ATS Submission Assistant Business & Consulting LinkedIn Jobs Greenhouse 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $81. — 1 mentions 20 potential 2381 NEW Vibrant FinTech Loan Management Dashboard Design Design & Creative Figma Design Systems 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $66. No comparison baseline 1 mentions 20 potential 2382 ▼1474 AI-Generated Animated Music Video Creation for Songs AI & Automation ComfyUI LoRA 🌐 Global Lead Why it ranks:This period: 1 mentions, -50% change, median budget $55. ▼ -50% 1 mentions 20 potential 2383 ▲302 Jurisdiction-Specific Employment History and Reference Verification HR & Recruitment GDPR Compliance Background Screening 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $35. — 1 mentions 20 potential 2384 ▼281 Vibrant Modern Brand Logo Design Design & Creative Adobe Illustrator Figma 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $33. — 1 mentions 20 potential 2385 NEW Field Market Research in North Macedonia Web Development JavaScript HTML/CSS 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $27. No comparison baseline 1 mentions 20 potential 2386 ▼503 Automated Data Entry from PDF/Image to Excel AI & Automation OCR AI 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $25. — 1 mentions 20 potential 2387 ▲288 Rapid Outbound Sales Sprint for Monthly Revenue Quotas Customer & Sales LinkedIn Sales Navigator Apollo.io 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $24. — 1 mentions 20 potential 2388 ▼251 Dormant B2B Trade Contractor Database Reactivation and Pipeline Qualification Marketing & SEO ZeroBounce Smartlead 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $20. — 1 mentions 20 potential 2389 ▲28 Custom Live and On-Demand Video Streaming Platform Video & Media Production HLS DASH 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $20. — 1 mentions 20 potential 2390 NEW Matrimonial & Job Portal App Launch Mobile Development Flutter Laravel 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $300. No comparison baseline 1 mentions 20 potential 2391 NEW Flutter App Deployment and In-App Subscription Integration Mobile Development Flutter 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $20. No comparison baseline 1 mentions 20 potential 2392 ▼1987 High-Converting Single-Page Lead Generation Landing Page for Consultants Web Development HTML CSS 🌐 Global Lead Why it ranks:This period: 1 mentions, -67% change, median budget $20. ▼ -67% 1 mentions 20 potential 2393 NEW AI Video Montage for Physical Product Showcase Web Development JavaScript HTML/CSS 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $20. No comparison baseline 1 mentions 20 potential 2394 NEW PNG Graphic to PES Embroidery File Conversion for Brother SE700 Web Development JavaScript HTML/CSS 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $20. No comparison baseline 1 mentions 20 potential 2395 ▲567 B2B Wholesale Product Catalog and Company Brochure Design Design & Creative Adobe InDesign Adobe Illustrator 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $20. — 1 mentions 20 potential 2396 ▼2265 Short-Form Video Ad Creation for Residential Cleaning Services AI & Automation Python FFmpeg 🌐 Global Lead Why it ranks:This period: 1 mentions, -67% change, median budget $20. ▼ -67% 1 mentions 20 potential 2397 ▼2328 High-Impact Gaming Thumbnail Design Service Design & Creative Adobe Photoshop Canva 🌐 Global Lead Why it ranks:This period: 1 mentions, -75% change, median budget $20. ▼ -75% 1 mentions 20 potential 2398 ▲189 Mezcla y edición de música Other 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $20. — 1 mentions 20 potential 2399 ▼689 Verbatim Interview Podcast Audio Transcription and Show Notes Video & Media Production 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $20. — 1 mentions 20 potential 2400 ▼150 Blockchain Ecosystem Developer Needed Software Development & QA Web3 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $20. — 1 mentions 20 potential