Our Methodology | Prophecy.app

🔄 The Prophecy.app Process

1

Data Collection

Every hour, we scan 130+ trusted news sources including major outlets, Christian news sites, and specialized feeds for earthquakes, space weather, and more.

2

Relevance Checking

Articles are analyzed against 551 biblical keywords with weighted scoring. Only articles scoring above our threshold proceed to full analysis.

3

Full Content Extraction

We fetch complete article content (not just RSS summaries) to ensure comprehensive analysis of 3000+ characters per article.

4

AI Analysis

Claude AI analyzes each article through 8 rotating prophetic lenses, generating unique insights, biblical connections, and urgency assessments.

5

Event Creation

Relevant articles become "events" with prophetic analysis, relevance scores, and categorization for easy discovery.

🔑 Keyword System

Our biblical keyword system forms the foundation of prophetic relevance detection. Each keyword is carefully weighted based on its prophetic significance:

High Relevance 79

Weight: 2.5 - 3.0

temple mount, third temple, antichrist, gog magog, abomination desolation

AI Deception 97

Weight: 2.0 - 2.7

deepfake messiah, ai prophet, digital worship, mind control, hologram

Moderate 240+

Weight: 1.5 - 2.4

digital currency, iran, russia, peace treaty, one world

Monitoring 100+

Weight: 0.8 - 1.4

earthquake, solar storm, uprising, famine, persecution

📊 Relevance Scoring

Each article receives a relevance score from 0-100 based on multiple factors:

Base Score = Σ(keyword_weight × keyword_count)

Location Multiplier = 1.5x for Israel/Jerusalem/Middle East

Source Reliability = 0.7 - 1.0 multiplier

AI Deception Bonus = +20 for detected deception patterns

Final Score = min(100, adjusted_score)

Events are then categorized based on their scores:

Critical (90+): Immediate prophetic significance
High (80-89): Major prophetic developments
Moderate (50-79): Notable prophetic connections
Monitoring (<50): Worth tracking

🤖 AI Analysis Lenses

To ensure variety and depth, our AI analyzes events through 8 rotating perspectives:

🔬 Technological Fulfillment

🌍 Geopolitical Patterns

💰 Economic Indicators

⛪ Religious Deceptions

⏰ Timeline Markers

🔄 Convergence Analysis

📍 Geographic Significance

🆕 Unprecedented Elements

Each lens provides unique insights while maintaining biblical accuracy and avoiding repetitive analysis.

🛡️ Quality Control

We maintain high standards through multiple quality checks:

Source reliability scoring (0.7 - 1.0) for all news outlets
Duplicate detection using content hashing
Full content verification (3000+ characters)
AI hallucination prevention through fact-checking
Performance tracking for keyword accuracy
Regular manual review of high-scoring events

📈 Continuous Improvement

Our system continuously learns and improves:

Keyword performance tracking with true/false positive rates
Monthly review of keyword weights and categories
Addition of new sources based on reliability
AI model updates for better analysis
User feedback integration (coming soon)

✝️ Biblical Foundation

Every aspect of our methodology is grounded in Scripture. We focus on prophecies from:

Daniel (kingdoms, timelines, abomination)
Ezekiel (Gog/Magog, temple restoration)
Revelation (seals, trumpets, bowls, mark of the beast)
Matthew 24 (signs of the times)
2 Thessalonians (man of lawlessness)
Zechariah (Jerusalem's future)
Joel (Day of the Lord)

We maintain a pre-tribulation, premillennial perspective while respecting different eschatological views within orthodox Christianity.