TrendOS monitors 15+ data sources — Reddit, GitHub, academic research, niche communities — to identify emerging opportunities 173 days before mainstream adoption.
Every 6 hours, TrendOS scans Reddit niche communities, GitHub repositories, academic preprints, patent filings, and job posting patterns. Not mainstream news — the underground layer where trends actually begin.
Gemini 3 Flash enriches each signal with domain classification, momentum stage (Genesis → Saturation), and a 0–100 opportunity score. BERTopic clusters related signals to surface macro-trends automatically.
Signals are ranked by momentum, filtered by domain, and surfaced with specific opportunity angles. Early signals show 6–18 month windows. You see what's relevant to your vertical before anyone else catches on.
Detect emerging trends 6–18 months before mainstream
Monitor Reddit, GitHub, academic research, and 12 other underground sources. 70% prediction accuracy, 173-day average lead time.
Find federal, state, and private grants before deadlines
AI-powered proposal generation and tier classification. Covers SAM.gov, grants.gov, SBIR/STTR daily.
Find profitable indie niches before they saturate
Cross-referenced Steam and Itch.io data across 14 genres. Spot genre gaps 3–6 months before saturation. Validate your concept with real market sizing.
Discover pain points competitors haven't solved
Pain-point mining across 8 niches. Sentiment gap analysis surfaces apps people want but hate the existing options. Scored by pain intensity, search volume, and buildability.
Automated Upwork opportunity pursuit
Daily automated outreachSBIR/STTR and federal contract intelligence
SAM.gov + SBIR pipelineThe founders who rode the no-code wave didn't read about it in TechCrunch. The dev tools that sold for $50M weren't spotted in Forbes. They were found in niche subreddits, obscure GitHub repos, and academic preprints — 6–18 months before anyone else caught on.
TrendOS systematically monitors those underground sources so you don't have to.