How We Work
Every fact verified. Every source transparent. Every update immediate.
Our Process
How we turn unverified information into verified timelines
AI Monitoring
Our systems monitor official sources, news outlets, and social media 24/7 for updates about public figures.
EXAMPLE SOURCES
Official Instagram posts, press releases, entertainment news sites, agency statements, interview transcripts
Human Verification
Our team of editors verifies each piece of information against multiple sources and checks for accuracy.
VERIFICATION CHECKLIST
Source credibility, cross-reference multiple outlets, fact-check against official statements, verify dates and details
Timeline Integration
Verified information is added to the celebrity's timeline with clear source attribution and verification status.
WHAT GETS ADDED
Career milestones, project announcements, awards, collaborations, official statements, and verified personal updates
Continuous Updates
Information is continuously monitored and updated. If new sources contradict existing information, we investigate and update accordingly.
LIVE UPDATES
Rumors become verified facts, disputed claims get clarified, new developments are added within hours
Verification Levels
How we label different types of information
Verified
Confirmed by official sources or multiple credible outlets
“Netflix confirms Queen of Tears reached #1 globally”
Likely
Reported by credible sources but awaiting official confirmation
“Reports suggest BLACKPINK will headline Coachella 2025”
Rumoured
Circulating online but not confirmed by reliable sources
“Social media speculation about BTS reunion dates”
Disputed
Conflicting reports or officially denied claims
“Dating rumors denied by both agencies”
Information Evolution
See how a story develops from rumor to verified fact
Example: Kim Soo-hyun Drama Announcement
Social media buzz about Kim Soo-hyun's potential return to television after military service.
? RumouredKim Soo-hyun officially confirms “Queen of Tears” drama at press conference with co-star Kim Ji-won.
✓ VerifiedReports of on-set romance between leads denied by both actors' representatives.
! DisputedOur Sources
Where we get our information
Official Sources
- • Agency press releases
- • Official social media accounts
- • Government records
- • Court documents
- • Company statements
Media Outlets
- • Major entertainment news
- • Mainstream newspapers
- • Trade publications
- • Interview transcripts
- • Press conference recordings
Industry Data
- • Chart performance data
- • Box office numbers
- • Streaming statistics
- • Award show results
- • Industry databases
What We Don't Use
- • Anonymous gossip
- • Unverified social media
- • Tabloid speculation
- • Fan rumors
- • Clickbait headlines