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).

19812
Monthly collected tasks
2857
features in current results
1 / 2
Contributing this period / total integrated
6160
Total Mentions This Period
As of 2026-10-06 19:00 · 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
1 NEW French to English Translation 🔥 Translation & Localization Translation 🌐 Global Lead Why it ranks:This period: 3 mentions, no comparison baseline, median budget $13. No comparison baseline 3 mentions 69 potential 2 ▼1512 Real Estate Video Editing 🔥 📋 Brief: worth building Logistics & Field Services Adobe Premiere Pro DaVinci Resolve 🌐 Global Lead Why it ranks:This period: 1 mentions, -75% change, median budget $500. ▼ -75% 1 mentions 67 potential 3 ▲18 AI Automation System Implementation 🔥 📋 Brief: worth building AI & Automation n8n Claude API 🌐 Global Lead Why it ranks:This period: 3 mentions, 0% change, median budget $300. — 3 mentions 65 potential 4 ▲428 Financial Transaction Data Entry Data & Analytics Microsoft Excel Power Query 🌐 Global Lead Why it ranks:This period: 2 mentions, 0% change, median budget $500. — 2 mentions 64 potential 5 ▲704 Mobile App User Acquisition Marketing & SEO Google Ads App Store Optimization (ASO) 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $92. — 1 mentions 64 potential 6 NEW Automated Stock Trading Bot Finance & Fintech Python Financial Data APIs 🌐 Global Lead Why it ranks:This period: 2 mentions, no comparison baseline, median budget $400. No comparison baseline 2 mentions 63 potential 7 ▲401 PDF Tables to Spreadsheet 📋 Brief: worth building Data & Analytics Python Pandas 🌐 Global Lead Why it ranks:This period: 12 mentions, +300% change, median budget $300. ▲ +300% 12 mentions 62 potential 8 NEW Custom Website Development Needed Web Development Web Development 🌐 Global Lead Why it ranks:This period: 2 mentions, no comparison baseline, median budget $1.2K. No comparison baseline 2 mentions 58 potential 9 NEW PDF Image Extraction for Web AI & Automation Python PyMuPDF 🌐 Global Lead Why it ranks:This period: 4 mentions, no comparison baseline, median budget $160. No comparison baseline 4 mentions 57 potential 10 ▼1869 Cross-Platform Mobile App Development for iOS and Android Mobile Development Flutter React Native 🌐 Global Lead Why it ranks:This period: 1 mentions, -83% change, median budget $300. ▼ -83% 1 mentions 57 potential 11 NEW Social Media Management Tool AI & Automation React Node.js 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $20. No comparison baseline 1 mentions 55 potential 12 NEW iOS Application Development and Deployment Management Mobile Development iOS Swift 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $140. No comparison baseline 1 mentions 53 potential 13 NEW Digital Marketing for IT Support Business Marketing & SEO SEO Tools SEM Platforms 🌐 Global Lead Why it ranks:This period: 2 mentions, no comparison baseline, median budget $487. No comparison baseline 2 mentions 52 potential 14 ▲2621 Generative Engine Optimization (GEO) and AI Search Visibility Other Schema.org JSON-LD 🌐 Global Lead Why it ranks:This period: 3 mentions, +200% change, median budget $140. ▲ +200% 3 mentions 49 potential 15 ▼355 Native iOS Business Application Development Mobile Development Swift SwiftUI 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $300. — 1 mentions 49 potential 16 ▼632 AI Cartoon Videos & Images AI & Automation Midjourney Runway Gen-3 🌐 Global Lead Why it ranks:This period: 1 mentions, -50% change, median budget $300. ▼ -50% 1 mentions 49 potential 17 ▼17 Social Media Content Writer Marketing & SEO Content Writing Social Media Marketing 🌐 Global Lead Why it ranks:This period: 7 mentions, +17% change, median budget $20. ▲ +17% 7 mentions 48 potential 18 ▲2486 Custom Social Media Post and Infographic Graphic Design Design & Creative Generative AI Natural Language Processing 🌐 Global Lead Why it ranks:This period: 3 mentions, +200% change, median budget $300. ▲ +200% 3 mentions 48 potential 19 ▼591 Appointment Setter/Cold-Caller Needed Marketing & SEO GoHighLevel HubSpot CRM 🌐 Global Lead Why it ranks:This period: 2 mentions, -33% change, median budget $260. ▼ -33% 2 mentions 48 potential 20 ▲74 Business Website Home Page Design Web Development Next.js Tailwind CSS 🌐 Global Lead Why it ranks:This period: 2 mentions, 0% change, median budget $80. — 2 mentions 48 potential 21 ▼1505 Klaviyo Expert for Luxury Jewellery Email Marketing Marketing & SEO Klaviyo Shopify 🌐 Global Lead Why it ranks:This period: 1 mentions, -80% change, median budget $1.1K. ▼ -80% 1 mentions 47 potential 22 ▼1067 YouTube Shorts & Reels Editing Other 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $12. — 1 mentions 47 potential 23 ▲242 Digital Marketing Campaign for Online Digital Products 📋 Brief: worth building Marketing & SEO Meta Business Suite Facebook Ads Manager 🌐 Global Lead Why it ranks:This period: 5 mentions, +67% change, median budget $500. ▲ +67% 5 mentions 46 potential 24 ▼2677 WordPress Website Development from Design or Specification 📋 Brief: worth building Web Development WordPress Figma 🌐 Global Lead Why it ranks:This period: 1 mentions, -83% change, median budget $12. ▼ -83% 1 mentions 45 potential 25 NEW SEO Link Building and UX Refinement for Free Online Document Generator Tools Web Development Google Search Console Ahrefs 🌐 Global Lead Why it ranks:This period: 11 mentions, no comparison baseline, median budget $84. No comparison baseline 11 mentions 44 potential 26 ▼561 Graphic Design for Professionals Design & Creative Figma Adobe Illustrator 🌐 Global Lead Why it ranks:This period: 1 mentions, -50% change, median budget $635. ▼ -50% 1 mentions 44 potential 27 NEW 50-Page Plain Text PDF to Structured Excel Conversion Web Development JavaScript HTML/CSS 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $375. No comparison baseline 1 mentions 44 potential 28 ▲577 Long-Term YouTube and Instagram Video Post-Production Services Content Creation Adobe Premiere Pro After Effects 🌐 Global Lead Why it ranks:This period: 16 mentions, +433% change, median budget $121. ▲ +433% 16 mentions 43 potential 29 ▲1562 Site Verifier Management Platform AI & Automation React Node.js 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $23. ▲ +100% 2 mentions 43 potential 30 NEW Frontend Developer (React / Next.js) — Web & Mobile Apps Web Development React Next.js 🌐 Global Lead Why it ranks:This period: 7 mentions, no comparison baseline, median budget $228. No comparison baseline 7 mentions 42 potential
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