Public Demand Signals for Indie Developers · Monthly

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 →

20039

Monthly collected tasks

2813

features in current results

1 / 2

Contributing this period / total integrated

6598

Total Mentions This Period

As of 2026-09-19 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.

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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 Cross-Platform Mobile App Development for iOS and Android Needs validation first 57/100 PDF Image Extraction for Web Needs validation first 57/100

📈 Growth opportunities

B2B Lead Generation and Prospect Outreach Strategy ▲ +500% Brand Identity and Logo Design for Marketing Agency ▲ +500% Modern Residential Interior Design and 3D Renders ▲ +450% PDF Manuscript Transcription to Word ▲ +400%

💰 High-budget opportunities

Stripe Payment Gateway Integration and Purchase Traceability System $7.5K Commission-Only High-Ticket B2B Closer Enablement $4K TikTok Fashion and Beauty Content Monetization Strategy $4K Classical CV Multi-Camera Stitching and Sports Motion Tracking $3.4K

Insights This Period · Idea Snapshot

🔥 Hottest This Period

SEO Link Building and UX Refinement for Free Online Document Generator Tools

Mentioned 11 times, making it the most closely watched common demand this period.

📈 Fastest Growing

3D Animation and Fluid Simulation for Tsunami Comparison Video

Up +500% from the previous period. Demand is rising quickly and deserves priority attention.

🆕 New to the Rankings

SEO Link Building and UX Refinement for Free Online Document Generator Tools

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

💰 Highest Budget

Remote Technical Support and Ticket Triage Operations

Median budget $39.6K -- 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)