Public Demand Signals for Indie Developers · 3 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 Short-Form Video Editing for Instagram Reels and YouTube Shorts →

52466

3 Months collected tasks

5217

features in current results

1 / 2

Contributing this period / total integrated

17579

Total Mentions This Period

As of 2026-10-01 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 & Testing · Real hands-on tests, not just a ranked list

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A Real Test of Three Synthetic PDFs: Where the Default Configuration Fails

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.

Read the full test →

Physical Business Verification: What the Public Postings Show, and What Three Technical Checks Don't Prove

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.

Read the full test →

Opportunity Workbench · What's worth building today

Evaluate my idea →

🎯 High-potential opportunities

AI Automation System Implementation Worth building 65/100 PDF Tables to Spreadsheet Worth building 62/100 SEO Link Building and UX Refinement for Free Online Document Generator Tools Needs validation first 44/100 Site Verifier Management Platform Needs validation first 43/100

📈 Growth opportunities

Transcribe Printed Text to Word ▲ +700% On-Site Corporate Physical Verification and Photography in Malaysia ▲ +700% Software MVP Codebase Refactoring and Bug Cleanup ▲ +600% Freelance Software Developer (React / React Native) ▲ +500%

💰 High-budget opportunities

Migrating Managed Cloud Streaming and Content Moderation to Open-Source Infrastructure $5.0K TikTok Fashion and Beauty Content Monetization Strategy $4K Commission-Only High-Ticket B2B Closer Enablement $4K Ridge-Lot Modern Residential Design with Panoramic Structural Glazing $4K

Insights This Period · Idea Snapshot

🔥 Hottest This Period

Site Verifier Management Platform

Mentioned 14 times, making it the most closely watched common demand this period.

📈 Fastest Growing

Pixel-Perfect Word to PDF Layout Preservation Conversion

Up +300% from the previous period. Demand is rising quickly and deserves priority attention.

🆕 New to the Rankings

Targeted Demographic Facial Video Data Collection Pipeline

A common demand that emerged this period; there isn't enough historical data yet to tell whether the trend will hold.

💰 Highest Budget

Cohesive Instagram and Facebook Social Media Marketing Graphics Suite

Median budget $45K -- the highest median budget on this period's board.

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Weekly Monthly 2 Months 3 Months 6 Months 1 Year

Region Global North America Europe Asia Pacific Latin America

Tech Stack AI/LLM React Python

Competitive landscape All Blue ocean Red ocean

Potential band All High (70+) Medium (40-69) Unproven (<40)