Idea Miner
Public Demand Signals for Indie Developers · This Week

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).

3650
Weekly collected tasks
824
features in current results
1 / 2
Contributing this period / total integrated
1105
Total Mentions This Period
As of 2026-10-06 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
811 ▲199 Turnkey Multimedia Courseware Production and Web App QA Pipeline Content & Writing Canva ElevenLabs 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $84. — 1 mentions —Pending 812 ▼289 Organic Infant Knitwear Collection & Tech Pack Design Design & Creative Adobe Illustrator CLO 3D 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $84. — 1 mentions —Pending 813 NEW Regulatory-Compliant Cloud VoIP and WebRTC Architecture Blueprint CAD, Architecture & Engineering VoIP WebRTC 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $84. No comparison baseline 1 mentions —Pending 814 ▲193 Bulk Ad Campaign Setup and Conversion Tracking Deployment Marketing & SEO Meta Ads Manager Google Tag Manager 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $48. — 1 mentions —Pending 815 NEW On-Demand Geotagged Physical Site & Address Verification Logistics & Field Services GPS / EXIF Metadata Mobile Geotagging SDK 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $25. No comparison baseline 1 mentions —Pending 816 NEW Short Promotional Product Video for Insulated Tumbler Web Development JavaScript HTML/CSS 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $20. No comparison baseline 1 mentions —Pending 817 NEW B2B Client Acquisition Pipeline for Boutique E-Commerce Web Agencies Customer & Sales Shopify Salla 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $20. No comparison baseline 1 mentions —Pending 818 NEW Raster Mockup to Print-Ready Vector Recreation for DTF Apparel Design & Creative Adobe Illustrator Vector Artwork 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $20. No comparison baseline 1 mentions —Pending 819 ▼76 Turnkey Business Publishing Blog with Interactive Reader Discussions Web Development WordPress Ghost 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $20. — 1 mentions —Pending 820 ▲210 Automated Bulk Outlook Account Provisioning AI & Automation Python Playwright 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $20. — 1 mentions —Pending 821 NEW Multi-Platform Lead Generation via Google and Meta Ads Web Development JavaScript HTML/CSS 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $12. No comparison baseline 1 mentions —Pending 822 NEW Bilingual Indic-Latin Protected Text Digitization and PDF Typesetting Content & Writing Google Cloud Vision API Tesseract OCR 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $12. No comparison baseline 1 mentions —Pending 823 ▲150 Child-Safe Plastic Toy & Figurine Industrial Design Design & Creative SolidWorks Blender 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $12. — 1 mentions —Pending 824 ▲240 Amazon Listing Optimization for Clean-Beauty and Herbal Wellness Catalogs E-commerce Amazon Seller Central Helium 10 🌐 Global Lead Why it ranks:This period: 1 mentions, 0% change, median budget $12. — 1 mentions —Pending
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