Trust & Transparency
Demystifying the neural backbone of global trend intelligence.
How does the AI discover trends?
Our Discovery Engine uses a 24/7 cron-driven process to analyze global search spikes (via Google Trends API), social media velocity (X, TikTok), and international news indices. We focus on 'Delta' – the rate of change in interest – rather than static volume.
Is the data verified for accuracy?
Yes. Every discovery undergoes a 'Triangulation' process. A trend is only synthesized if it appears in at least three independent data sources (e.g., Google Search + Social Mention + News Report). This filters out bot-driven noise.
Are the articles written by humans or AI?
TrendPulse articles are synthesized by Gemini 1.5 Pro using our proprietary 'Intelligence Brief' framework. While the drafting is autonomous, the philosophical constraints, ethical safety layers, and editorial tone are strictly governed by human engineers.
How often is the content updated?
Signals are scanned every hour. Full Trend Intelligence Briefs are synthesized and published every 4 hours, ensuring you have deep-dive reporting on topics while they are still gaining momentum.
What is the 'Neural Pulse' score?
The Neural Pulse score (1-10) is an algorithmic calculation of a trend's velocity, cross-demographic appeal, and predicted longevity. A 10/10 score indicates a 'Black Swan' event with permanent cultural impact.
How do you handle sensitive topics?
We implement multi-layer safety filters. Any trend falling into sensitive categories (Politics, Health, Law) is subjected to higher verification thresholds and checked against verified news agencies to prevent the spread of misinformation.