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
2311 — Automated Email Notification Flow from Excel Using Power Automate AI & Automation Python Django 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $59. ▲ +100% 2 mentions 31 potential 2312 — Modern Tech Talking-Head YouTube Video Editing Video & Media Production Adobe Premiere Pro DaVinci Resolve 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $59. ▲ +100% 2 mentions 31 potential 2313 — End-to-End Unity 3D Mobile Action Game Development and Store Publishing Software Development & QA Unity C# 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $58. ▲ +100% 2 mentions 31 potential 2314 — Total Synergy and Trello REST API Two-Way Sync Audit Software Development & QA Total Synergy API Trello REST API 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $52. ▲ +100% 2 mentions 31 potential 2315 — Minimalist Cosmetics and Beauty Product Packaging Label Design Design & Creative Adobe Illustrator Pantone Matching System 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $52. ▲ +100% 2 mentions 31 potential 2316 — Informational Practice Overview Flyer for Healthcare Clinics Design & Creative Adobe InDesign Adobe Illustrator 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $52. ▲ +100% 2 mentions 31 potential 2317 — On-Demand Local Field Verification and Physical Site Auditing Logistics & Field Services EXIF Metadata GPS Geotagging 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $52. ▲ +100% 2 mentions 31 potential 2318 — Native English UGC Creator Spokesperson and Product Testimonial Video Production Marketing & SEO Talent Marketplace Platform Video Content Management 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $52. ▲ +100% 2 mentions 31 potential 2319 — Athlete Highlight Reel and Sports Player Profile Video Editing Video & Media Production Adobe Premiere Pro Adobe After Effects 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $52. ▲ +100% 2 mentions 31 potential 2320 — Pressure Washing Company Vector Logo and Work Uniform Artwork Design & Creative Adobe Illustrator Vector Graphics 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $52. ▲ +100% 2 mentions 31 potential 2321 — Forex Course Website Development Education & Training Web Development E-commerce 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $52. ▲ +100% 2 mentions 31 potential 2322 — Batch AI-Generated Short E-Commerce Product Promo Video Production AI & Automation HeyGen ElevenLabs 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $51. ▲ +100% 2 mentions 31 potential 2323 — Hand-Drawn 2D Mukbang Character Animation Video & Media Production Aseprite Photoshop 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $50. ▲ +100% 2 mentions 31 potential 2324 — Performance Social Commerce Funnel for Shopee & Meta E-commerce Facebook Ads Manager Instagram Shopping 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $49. ▲ +100% 2 mentions 31 potential 2325 — Precision Architectural 3D Modeling for Construction Documentation CAD, Architecture & Engineering SketchUp AutoCAD 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $49. ▲ +100% 2 mentions 31 potential 2326 — Narrative Short Documentary Production Video & Media Production Video Production Film Editing Software 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $48. ▲ +100% 2 mentions 31 potential 2327 — Faceless YouTube History Documentary Video Editing and Visual Sourcing Video & Media Production Adobe Premiere Pro Adobe After Effects 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $48. ▲ +100% 2 mentions 31 potential 2328 — Dark Workplace Comedy Script Development Design & Creative Scriptwriting Comedy Writing 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $48. ▲ +100% 2 mentions 31 potential 2329 — Instagram Influencer Profile Setup and Visual Branding Strategy Design & Creative Instagram Figma 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $48. ▲ +100% 2 mentions 31 potential 2330 — Complete Android App UI Redesign Design & Creative Android 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $48. ▲ +100% 2 mentions 31 potential 2331 — Cinematic Video Post-Production and Color Grading Web Development JavaScript HTML/CSS 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $48. ▲ +100% 2 mentions 31 potential 2332 — Telegram Ads For Investor Leads Other 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $48. ▲ +100% 2 mentions 31 potential 2333 — Single-SKU Amazon PPC Optimization for Apparel Launch E-commerce Amazon Advertising Amazon Seller Central 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $48. ▲ +100% 2 mentions 31 potential 2334 — Sports Nutrition Label Design with Metallic Print Specifications Design & Creative Adobe Illustrator Adobe Photoshop 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $48. ▲ +100% 2 mentions 31 potential 2335 — B2B Instagram Educational Campaign & Brand Rollout Marketing & SEO Instagram Meta Business Suite 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $48. ▲ +100% 2 mentions 31 potential 2336 — Short-Form Video Audience Funneling for Independent Performing Artists Marketing & SEO YouTube Studio Meta Business Suite 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $48. ▲ +100% 2 mentions 31 potential 2337 — Bespoke Personal Highlight Reel and Mixed-Media Montage Editing Video & Media Production Adobe Premiere Pro CapCut 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $48. ▲ +100% 2 mentions 31 potential 2338 — High-Impact Food & Beverage Short-Form Video Editing Video & Media Production Adobe Premiere Pro Adobe After Effects 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $48. ▲ +100% 2 mentions 31 potential 2339 — Production-Ready Outerwear Embroidery Digitizing and Placement Design Design & Creative Wilcom EmbroideryStudio Adobe Illustrator 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $48. ▲ +100% 2 mentions 31 potential 2340 — AI-Powered Hyper-Local Keyword Clustering & Search Intent Mapping Marketing & SEO Python OpenAI API 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $48. ▲ +100% 2 mentions 31 potential