Idea Miner
Public Demand Signals for Indie Developers · 2 Months

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).

Top Feature Mention Trend Site Verifier Management Platform →
39805
2 Months collected tasks
4726
features in current results
1 / 2
Contributing this period / total integrated
13672
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 — Embedded AI Retrofitting for Legacy Handheld Hardware Software Development & QA ESP32-S3 Embedded C++ 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $112. ▲ +100% 2 mentions 30 potential 2432 — B2B Lead Research and Email Outreach Virtual Assistant Marketing & SEO LinkedIn Apollo.io 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $111. ▲ +100% 2 mentions 30 potential 2433 — Steel Frame Structural Modeling and Analysis in ETABS CAD, Architecture & Engineering ETABS Tekla Structures 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $103. ▲ +100% 2 mentions 30 potential 2434 — Structural Steel Fabrication Package Auditing and Drawing Revision CAD, Architecture & Engineering Tekla Structures Autodesk Advance Steel 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $98. ▲ +100% 2 mentions 30 potential 2435 — End-to-End Multi-Story Residential Architectural and MEP Coordinated Drawing Packages CAD, Architecture & Engineering AutoCAD Autodesk Revit 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $96. ▲ +100% 2 mentions 30 potential 2436 — Academic Literature Review and Thematic Synthesis for Dissertations CAD, Architecture & Engineering Zotero NVivo 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $95. ▲ +100% 2 mentions 30 potential 2437 — Shopify Pre-Launch Theme Polish & Responsive Layout Optimization E-commerce Shopify Liquid 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $95. ▲ +100% 2 mentions 30 potential 2438 — Daily Pre-Press Artwork Preparation for DTF Garment Printing E-commerce Adobe Illustrator Adobe Photoshop 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $92. ▲ +100% 2 mentions 30 potential 2439 — Single-Image Reference to Game-Ready Low-Poly 3D Prop Modeling Other Blender Autodesk Maya 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $92. ▲ +100% 2 mentions 30 potential 2440 — Modern Corporate Portfolio and Agency Showcase Website Development Web Development Astro Next.js 🌐 Global Lead Why it ranks:This period: 2 mentions, 0% change, median budget $86. — 2 mentions 30 potential 2441 — Direct-Response E-Commerce Video Ad Editing for Facebook and TikTok Video & Media Production Adobe Premiere Pro CapCut 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $86. ▲ +100% 2 mentions 30 potential 2442 — Targeted White-Hat Backlink Outreach and Placement Marketing & SEO Hunter.io Lemlist 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $84. ▲ +100% 2 mentions 30 potential 2443 — Power Apps ISMS Compliance Quiz with Entra ID and Audit Logging Other Microsoft Power Apps Microsoft Entra ID 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $84. ▲ +100% 2 mentions 30 potential 2444 — Service E-Commerce Website Build E-commerce Java Spring Boot 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $84. ▲ +100% 2 mentions 30 potential 2445 — Odoo Developer — Tutor Broadcasting & Payment Automation (WhatsApp + Razorpay) AI & Automation Odoo Python 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $84. ▲ +100% 2 mentions 30 potential 2446 — Mechanical Enclosure & Sheet Metal Chassis Design for Lithium Home UPS Systems CAD, Architecture & Engineering SolidWorks Autodesk Inventor 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $84. ▲ +100% 2 mentions 30 potential 2447 — Financial Services Brochure Design Design & Creative Graphic Design Brochure Design 🌐 Global Lead Why it ranks:This period: 2 mentions, 0% change, median budget $84. — 2 mentions 30 potential 2448 — Multi-Location Google Business Profile Optimization for Map Pack Dominance Marketing & SEO Google Business Profile BrightLocal 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $84. ▲ +100% 2 mentions 30 potential 2449 — Meta Multi-Format Content and Traffic Campaign Management Marketing & SEO Meta Business Suite Meta Ads Manager 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $84. ▲ +100% 2 mentions 30 potential 2450 — ESP32-S3 Embedded Hardware & Circuit Refinement CAD, Architecture & Engineering ESP32-S3 Altium Designer 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $80. ▲ +100% 2 mentions 30 potential 2451 — Printed Book Digitization to Editable Word Document Content & Writing OCR ABBYY FineReader 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $80. ▲ +100% 2 mentions 30 potential 2452 — Placa PDM Automotiva com CAN Other CAN bus Altium Designer 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $80. ▲ +100% 2 mentions 30 potential 2453 — Roblox Cartoon FPS Game Development with Custom Maps and SFX Design & Creative Roblox Studio Blender 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $80. ▲ +100% 2 mentions 30 potential 2454 — Urgent PAA5100JE ESP32D Software Setup Software Development & QA ESP32 PAA5100JE 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $80. ▲ +100% 2 mentions 30 potential 2455 — High-Realism MTB Trail Game-Ready Assets Other Unreal Engine Blender 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $80. ▲ +100% 2 mentions 30 potential 2456 — Marketing Copy Transcreation and Localization Translation & Localization Smartling Phrase 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $80. ▲ +100% 2 mentions 30 potential 2457 — Freelance Platform Agency Profile Optimization & Lead Conversion Marketing & SEO Upwork Profile SEO 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $80. ▲ +100% 2 mentions 30 potential 2458 — Cross-Platform Personal Social Chat Delegation Assistant Other WhatsApp Web API Telegram Bot API 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $80. ▲ +100% 2 mentions 30 potential 2459 — Kinetic Typography Lyric Animation for Music Release Video & Media Production 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $76. ▲ +100% 2 mentions 30 potential 2460 — Freelance Product Testers Wanted – Online Australia We’re looking for independent freelancers to test and evaluate selected online products. What’s involved: Receive and inspect a product Check qua Marketing & SEO Trustpilot IP Geolocation API 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $56. ▲ +100% 2 mentions 30 potential