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
2341 — Streetwear Apparel Graphic Translation & Print Preparation Design & Creative Adobe Illustrator Adobe Photoshop 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $46. ▲ +100% 2 mentions 31 potential 2342 — Daily Website Maintenance and Technical SEO Troubleshooting CAD, Architecture & Engineering Google Search Console Screaming Frog 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $45. ▲ +100% 2 mentions 31 potential 2343 — White-Label Daily Gameplay Live Streamer Software Development & QA OBS Studio Streamlabs 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $43. ▲ +100% 2 mentions 31 potential 2344 — Multi-Asset YouTube Channel Branding and Social Template Kit for Canva Design & Creative Canva YouTube Studio 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $39. ▲ +100% 2 mentions 31 potential 2345 — Physical Book Digitization and Formatted Word Document Reproduction Content & Writing Microsoft Word Adobe Acrobat 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $37. ▲ +100% 2 mentions 31 potential 2346 — High-Fidelity Dual-Platform React Native App Development Mobile Development React Native TypeScript 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $36. ▲ +100% 2 mentions 31 potential 2347 — On-Site Physical Document and Credential Verification in the UK Logistics & Field Services GPS Timestamping Mobile Document Scanning 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $35. ▲ +100% 2 mentions 31 potential 2348 — Onsite Geotagged Business Verification in Tampa Other React Native ExifTool 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $35. ▲ +100% 2 mentions 31 potential 2349 — On-Demand Local Field Audits for Employment Verification Business & Consulting Geotagged Photo Capture Mobile Audit Forms 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $35. ▲ +100% 2 mentions 31 potential 2350 — Rapid Demographic Survey Sampling and Response Validation Data & Analytics Google Forms Qualtrics 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $33. ▲ +100% 2 mentions 31 potential 2351 — Pharmaceutical Peer-Reviewed Journal Review Article Drafting Content & Writing PubMed Embase 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $33. ▲ +100% 2 mentions 31 potential 2352 — Site Verification in Markham, Ontario, Canada Logistics & Field Services Mobile Data Collection GPS 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $31. ▲ +100% 2 mentions 31 potential 2353 — On-Site Pre-Employment Background Verification in Mar del Plata Argentina Business & Consulting VoIP Encrypted Document Management 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $30. ▲ +100% 2 mentions 31 potential 2354 — On-the-Ground Employment Verification in Iraq Other VoIP Airtable 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $30. ▲ +100% 2 mentions 31 potential 2355 — On-Demand Physical Site Verification & Geotagged Due Diligence Logistics & Field Services GPS/EXIF Metadata Timestamp Watermark Camera 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $30. ▲ +100% 2 mentions 31 potential 2356 — On-Site Physical Business Verification in Peshawar, Pakistan Software Development & QA GPS Geotagging Exif Metadata Verification 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $22. ▲ +100% 2 mentions 31 potential 2357 — International Sales Channel and Agent Recruitment for Niche IoT Hardware Customer & Sales LinkedIn Sales Navigator HubSpot CRM 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $21. ▲ +100% 2 mentions 31 potential 2358 — Verified In-Country Field Sales Representation for Regional Hardware Distribution Customer & Sales WhatsApp Business HubSpot CRM 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $20. ▲ +100% 2 mentions 31 potential 2359 — Human English Book Manuscript Proofreading and Copy Editing Content & Writing Microsoft Word (Track Changes) Adobe Acrobat Pro 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $20. ▲ +100% 2 mentions 31 potential 2360 — Turn-Based RPG Combat Scripting and Animation in Roblox Software Development & QA Roblox Studio Luau 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $20. ▲ +100% 2 mentions 31 potential 2361 — Roblox Luau Turn-Based RPG Combat Mechanics Scripting and Animation Software Development & QA Roblox Studio Luau 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $20. ▲ +100% 2 mentions 31 potential 2362 — SEO Backlink Building Project 2 – Religion, Islam & Spirituality Niche Marketing & SEO SEO 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $20. ▲ +100% 2 mentions 31 potential 2363 — Outdoor Footage Capture for Content Creation Video & Media Production 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $20. ▲ +100% 2 mentions 31 potential 2364 — Fix Elementor Form Submission Issue Other 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $20. ▲ +100% 2 mentions 31 potential 2365 — China-Based Purchasing Assistant for Taobao and Baidu Sourcing AI & Automation Python Baidu Netdisk API 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $20. ▲ +100% 2 mentions 31 potential 2366 — Localized Fintech Pilot Testing & KYC User Verification Other KYC Windows 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $20. ▲ +100% 2 mentions 31 potential 2367 — Niche Sports Publisher Off-Page SEO and Editorial Link Building Marketing & SEO Ahrefs Semrush 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $20. ▲ +100% 2 mentions 31 potential 2368 — Automated Batch Production Pipeline for Character-Driven AI Short-Form Videos AI & Automation Runway Gen-3 Midjourney 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $20. ▲ +100% 2 mentions 31 potential 2369 — Multi-Channel Outbound Lead Generation for Creative Agencies Marketing & SEO Apollo.io LinkedIn Sales Navigator 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $20. ▲ +100% 2 mentions 31 potential 2370 — Automated PDF Bank Statement Parser and Google Sheets Synchronizer AI & Automation Python pdfplumber 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $20. ▲ +100% 2 mentions 31 potential