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).

19180
Monthly collected tasks
2885
features in current results
1 / 2
Contributing this period / total integrated
6058
Total Mentions This Period
As of 2026-10-12 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
1 ▲1641 French to English Translation 🔥 Translation & Localization Translation 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $16. ▲ +100% 2 mentions 69 potential 2 ▼1483 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 ▲127 AI Automation System Implementation 🔥 📋 Brief: worth building AI & Automation n8n Claude API 🌐 Global Lead Why it ranks:This period: 4 mentions, +33% change, median budget $220. ▲ +33% 4 mentions 65 potential 4 ▲1440 Financial Transaction Data Entry Data & Analytics Microsoft Excel Power Query 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $500. ▲ +100% 2 mentions 64 potential 5 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 6 ▲216 PDF Tables to Spreadsheet 📋 Brief: worth building Data & Analytics Python Pandas 🌐 Global Lead Why it ranks:This period: 14 mentions, +250% change, median budget $300. ▲ +250% 14 mentions 62 potential 7 ▼1142 Custom Website Development Needed Web Development Web Development 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $12. — 1 mentions 58 potential 8 ▼1855 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 9 ▼1541 PDF Image Extraction for Web AI & Automation Python PyMuPDF 🌐 Global Lead Why it ranks:This period: 1 mentions, -67% change, median budget $300. ▼ -67% 1 mentions 57 potential 10 NEW Social Media Management Tool AI & Automation React Node.js 🌐 Global Lead Why it ranks:This period: 2 mentions, no comparison baseline, median budget $80. No comparison baseline 2 mentions 55 potential 11 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 12 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 13 NEW Generative Engine Optimization (GEO) and AI Search Visibility Other Schema.org JSON-LD 🌐 Global Lead Why it ranks:This period: 3 mentions, no comparison baseline, median budget $140. No comparison baseline 3 mentions 49 potential 14 NEW Native iOS Business Application Development Mobile Development Swift SwiftUI 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $300. No comparison baseline 1 mentions 49 potential 15 NEW AI Cartoon Videos & Images AI & Automation Midjourney Runway Gen-3 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $300. No comparison baseline 1 mentions 49 potential 16 ▲25 Social Media Content Writer Marketing & SEO Content Writing Social Media Marketing 🌐 Global Lead Why it ranks:This period: 8 mentions, +33% change, median budget $52. ▲ +33% 8 mentions 48 potential 17 ▲757 Custom Social Media Post and Infographic Graphic Design Design & Creative Generative AI Natural Language Processing 🌐 Global Lead Why it ranks:This period: 3 mentions, +50% change, median budget $300. ▲ +50% 3 mentions 48 potential 18 ▼603 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 19 ▼1224 Business Website Home Page Design Web Development Next.js Tailwind CSS 🌐 Global Lead Why it ranks:This period: 1 mentions, -67% change, median budget $500. ▼ -67% 1 mentions 48 potential 20 ▼1255 Klaviyo Expert for Luxury Jewellery Email Marketing Marketing & SEO Klaviyo Shopify 🌐 Global Lead Why it ranks:This period: 1 mentions, -67% change, median budget $1.1K. ▼ -67% 1 mentions 47 potential 21 NEW YouTube Shorts & Reels Editing Other 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $12. No comparison baseline 1 mentions 47 potential 22 ▲230 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 23 NEW Full-Stack Responsive Web Application Architecture and Frontend Engineering Web Development HTML5 CSS3 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $92. No comparison baseline 1 mentions 46 potential 24 ▲470 Graphic Design for Professionals Design & Creative Figma Adobe Illustrator 🌐 Global Lead Why it ranks:This period: 2 mentions, 0% change, median budget $567. — 2 mentions 44 potential 25 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 26 ▲110 Long-Term YouTube and Instagram Video Post-Production Services Content Creation Adobe Premiere Pro After Effects 🌐 Global Lead Why it ranks:This period: 18 mentions, +200% change, median budget $62. ▲ +200% 18 mentions 43 potential 27 ▲1691 Site Verifier Management Platform AI & Automation React Node.js 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $40. ▲ +100% 2 mentions 43 potential 28 ▲341 Image PDF Conversion to Word Content & Writing Python PyMuPDF 🌐 Global Lead Why it ranks:This period: 6 mentions, +100% change, median budget $330. ▲ +100% 6 mentions 42 potential 29 ▲540 Frontend Developer (React / Next.js) — Web & Mobile Apps Web Development React Next.js 🌐 Global Lead Why it ranks:This period: 5 mentions, +150% change, median budget $140. ▲ +150% 5 mentions 42 potential 30 NEW Performance-Based Student Acquisition for EdTech Platforms Marketing & SEO CPA Marketing Google reCAPTCHA 🌐 Global Lead Why it ranks:This period: 2 mentions, no comparison baseline, median budget $48. No comparison baseline 2 mentions 42 potential
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