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).

3906
Weekly collected tasks
818
features in current results
1 / 2
Contributing this period / total integrated
1127
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.

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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 ▲13 Lead-Gen Digital Marketing Campaign Marketing & SEO Google Ads Facebook Ads 🌐 Global Lead Why it ranks:This period: 6 mentions, +50% change, median budget $87. ▲ +50% 6 mentions 4 potential 812 ▲148 Comprehensive Android E-Commerce and Local Marketplace App Development E-commerce Android Kotlin 🌐 Global Lead Why it ranks:This period: 3 mentions, +50% change, median budget $300. ▲ +50% 3 mentions 4 potential 813 ▲360 Meta Ads Performance Marketing and Lead Generation Management Marketing & SEO Meta Ads Manager Meta Pixel 🌐 Global Lead Why it ranks:This period: 2 mentions, +100% change, median budget $16. ▲ +100% 2 mentions 4 potential 814 NEW Modern Social Media Branding Design Package Design & Creative Adobe Photoshop Adobe Illustrator 🌐 Global Lead Why it ranks:This period: 2 mentions, no comparison baseline, median budget $16. No comparison baseline 2 mentions 4 potential 815 NEW Investor Pitch Deck Revamp Design & Creative PowerPoint 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $330. No comparison baseline 1 mentions 4 potential 816 NEW Home Interior Revamp Design & Creative SketchUp AutoCAD 🌐 Global Lead Why it ranks:This period: 2 mentions, no comparison baseline, median budget $387. No comparison baseline 2 mentions 3 potential 817 NEW Arabic Audio Transcription Video & Media Production Speech-to-Text Natural Language Processing 🌐 Global Lead Why it ranks:This period: 1 mentions, no comparison baseline, median budget $500. No comparison baseline 1 mentions 3 potential 818 ▼182 Transcribe Printed Text to Word Content & Writing OCR Document Parsing 🌐 Global Lead Why it ranks:This period: 1 mentions, -50% change, median budget $300. ▼ -50% 1 mentions 3 potential
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