TVM Global Trending Celebrities 100LIVE VMS INDEX
Real-time global celebrity attention velocity, cross-platform virality, box office/streaming catalyst impact, and media saturation index.
Celebrity VMS & Attention Scoring Methodology
Mathematical FrameworkMathematical Derivation & Dynamic Sub-Factor Weighting
Master Celebrity VMS Formula (0 - 1,000 pts Scale):
Celebrity VMS = 300 V_Social + 250 G_Search + 200 M_Media + 150 C_Catalyst + 100 B_Breakout
Where all sub-factor metrics are baseline-normalized percentile ranks (0.0 − 1.0) prior to factor weight multiplication.
1. Attention Velocity Score (0 - 100 Scale):
Attention Velocity = 0.55 * V_Social + 0.45 * G_Search
Measures direct audience pull: TikTok/IG engagement spikes and Google Search query acceleration.
2. Media Saturation Score (0 - 100 Scale):
Media Saturation = 0.60 * M_Media + 0.40 * C_Catalyst
Measures institutional press coverage volume + high-impact catalyst releases (premieres, awards, tours).
| Sub-Factor | Factor Name | Weight / Points | Telemetry Signals Measured |
|---|---|---|---|
| V_Social | Social Velocity | 30% (300 pts) | TikTok, Instagram, and X clip engagement, follower net gains, and user-generated edits |
| G_Search | Search Momentum | 25% (250 pts) | Google Trends real-time interest, Wikipedia pageview velocity & IMDb page lookups |
| M_Media | Media Saturation | 20% (200 pts) | Headline frequency across Variety, Deadline, Billboard, People, and GQ |
| C_Catalyst | Catalyst Impact | 15% (150 pts) | Box office debuts, album drops, Met Gala appearances, and award nominations |
| B_Breakout | Breakout Delta | 10% (100 pts) | Rate of change in audience reach over short-term baseline windows (24h vs 7d) |
Anti-Anomaly Credibility Index (C_shield):
C_shield = 0.35 C_organic + 0.30 C_search + 0.20 (1 - P_bot) + 0.15 D_multi
Protects against artificial PR campaigns and coordinated bot spam. Celebrities scoring C_shield < 50.0% are tagged with ⚠️ High Anomaly Risk and capped at rank #50.
| Rank | Celebrity & Category | Lifecycle State | Celebrity VMS | Attention vs Media | Top Catalyst & Notable Works | Detail |
|---|---|---|---|---|---|---|
#1↑ 2 |  Timothée Chalamet🔥 VIRAL  United States•Actors | 👑 DOMINANT | 978/1000 | Attention: 98Social/Search Media: 95Press/Catalysts | Dune Messiah & Bob Dylan Biopic A Complete Unknown Dune: Part Two, Wonka, Call Me by Your Name•24.2M Followers | |
#2↑ 1 |  Zendaya🔥 VIRAL United States•Actors | 👑 DOMINANT | 969/1000 | Attention: 97Social/Search Media: 94Press/Catalysts | Challengers Method Dressing & Euphoria S3 Preparations Euphoria, Challengers, Spider-Man: No Way Home•184.5M Followers | |
#3↑ 4 |  Sabrina Carpenter🔥 VIRAL United States•Musicians | ⭐ BREAKOUT | 958/1000 | Attention: 96Social/Search Media: 93Press/Catalysts | Short n Sweet World Tour & Grammy Nominations Surge Espresso, Please Please Please, Short n Sweet•44.8M Followers | |
#4↑ 2 |  Pedro Pascal  Chile•Actors | 🔥 SURGING | 946/1000 | Attention: 94Social/Search Media: 91Press/Catalysts | Gladiator II & The Last of Us S2 Teasers The Last of Us, The Mandalorian, Gladiator II•9.2M Followers | |
#5↓ 1 |  Taylor Swift United States•Musicians | 👑 DOMINANT | 940/1000 | Attention: 93Social/Search Media: 96Press/Catalysts | The Eras Tour Final Leg & Economic Impact Telemetry The Tortured Poets Department, Midnights, 1989 (Taylor’s Version)•284.0M Followers | |
#6↑ 3 |  Sydney Sweeney🔥 VIRAL United States•Actors | 🔥 SURGING | 932/1000 | Attention: 94Social/Search Media: 90Press/Catalysts | Anyone But You Rom-Com Revival & Production Slate Anyone But You, Euphoria, The White Lotus, Immaculate•22.6M Followers | |
#7↑ 5 |  Glen Powell🔥 VIRAL United States•Actors | ⭐ BREAKOUT | 924/1000 | Attention: 93Social/Search Media: 89Press/Catalysts | Twisters Blockbuster Surge & Hit Man Acclaim Twisters, Hit Man, Top Gun: Maverick, Anyone But You•3.4M Followers | |
#8↑ 6 |  Chappell Roan🔥 VIRAL United States•Musicians | ⭐ BREAKOUT | 918/1000 | Attention: 95Social/Search Media: 87Press/Catalysts | Record Festival Attendance & Hot To Go Cultural Craze Good Luck, Babe!, The Rise and Fall of a Midwest Princess•6.1M Followers | |
#9— 0 |  Billie Eilish United States•Musicians | 👑 DOMINANT | 912/1000 | Attention: 91Social/Search Media: 90Press/Catalysts | Hit Me Hard and Soft World Tour & Oscars Double-Win Legacy HIT ME HARD AND SOFT, Birds of a Feather, What Was I Made For?•121.0M Followers | |
#10↓ 2 |  MrBeast (Jimmy Donaldson) United States•Creators | 👑 DOMINANT | 905/1000 | Attention: 92Social/Search Media: 91Press/Catalysts | Beast Games Amazon Prime Premiere & Global CPG Scale YouTube Channel (320M+ Subs), Beast Games, Feastables•390.0M Across All Channels | |
#11↑ 1 | Margot Robbie  Australia•Actors | 👑 DOMINANT | 898/1000 | Attention: 89Social/Search Media: 91Press/Catalysts | LuckyChap Entertainment Production Deals (Monopoly, The Sims) Barbie, Babylon, The Wolf of Wall Street, Saltburn (Producer)•LuckyChap Slate | |
#12↑ 2 | Cillian Murphy  Ireland•Actors | 🔥 SURGING | 891/1000 | Attention: 88Social/Search Media: 89Press/Catalysts | Peaky Blinders Feature Film (Netflix) & Oscar Legacy Oppenheimer, Peaky Blinders, Small Things Like These•15.4M Fan Reach | |
#13↑ 1 | Dua Lipa  United Kingdom•Musicians | 🔥 SURGING | 885/1000 | Attention: 89Social/Search Media: 88Press/Catalysts | Radical Optimism World Tour & Service95 Editorial Platform Radical Optimism, Future Nostalgia, Houdini, Training Season•88.9M Followers | |
#14↑ 7 | Kai Cenat🔥 VIRAL United States•Creators | ⭐ BREAKOUT | 878/1000 | Attention: 93Social/Search Media: 83Press/Catalysts | Mafiathon Marathon Stream & A-List Celebrity Collabs Twitch All-Time Record Holder (300K+ Active Subs), AMP Group•31.2M Across Platforms | |
#15↑ 3 | Jenna Ortega🔥 VIRAL United States•Actors | 🔥 SURGING | 872/1000 | Attention: 88Social/Search Media: 87Press/Catalysts | Beetlejuice Beetlejuice Box Office & Wednesday Season 2 Wednesday, Beetlejuice Beetlejuice, Scream VI•39.8M Followers | |
#16— 0 |  Jeremy Allen White🔥 VIRAL United States•Actors | ⭐ BREAKOUT | 865/1000 | Attention: 92Social/Search Media: 86Press/Catalysts | The Bear S3 & Bruce Springsteen Biopic Deliver Me From Nowhere The Bear, The Iron Claw, Shameless•4.8M | |
#17↑ 4 |  Ayo Edebiri🔥 VIRAL United States•Actors | ⭐ BREAKOUT | 866/1000 | Attention: 89Social/Search Media: 88Press/Catalysts | Inside Out 2 (Envy) & Multiple Emmy Wins The Bear, Inside Out 2, Bottoms•2.9M | |
#18↓ 4 |  Barry Keoghan🔥 VIRAL Ireland•Actors | ⭐ BREAKOUT | 849/1000 | Attention: 85Social/Search Media: 87Press/Catalysts | Saltburn Cultural Ripple & Peaky Blinders Casting Saltburn, The Banshees of Inisherin, The Batman•3.1M | |
#19↓ 2 |  Austin Butler🔥 VIRAL United States•Actors | ⭐ BREAKOUT | 836/1000 | Attention: 82Social/Search Media: 84Press/Catalysts | Dune: Part Two (Feyd-Rautha) & The Bikeriders Dune: Part Two, Elvis, Masters of the Air•4.5M | |
#20↑ 4 |  Bad Bunny🔥 VIRAL  Puerto Rico•Musicians | ⭐ BREAKOUT | 840/1000 | Attention: 82Social/Search Media: 81Press/Catalysts | Most Wanted Tour & Super Bowl Rumors Nadie Sabe Lo Que Va a Pasar Mañana, Un Verano Sin Ti•47.8M | |
#21↓ 3 |  Ryan Gosling🔥 VIRAL  Canada•Actors | ⭐ BREAKOUT | 835/1000 | Attention: 85Social/Search Media: 80Press/Catalysts | I’m Just Ken Live at Oscars & Project Hail Mary Barbie, The Fall Guy, Blade Runner 2049, La La Land•Fan Slate | |
#22↓ 3 |  Emma Stone United States•Actors | 🔥 SURGING | 816/1000 | Attention: 87Social/Search Media: 81Press/Catalysts | Two-Time Oscar Winner for Poor Things & Kinds of Kindness Poor Things, La La Land, Cruella•Fan Slate | |
#23↑ 4 |  Florence Pugh United Kingdom•Actors | 🔥 SURGING | 810/1000 | Attention: 86Social/Search Media: 83Press/Catalysts | We Live in Time & Marvel Thunderbolts* Dune: Part Two, Oppenheimer, Little Women•9.4M | |
#24↓ 2 |  Keanu Reeves Canada•Actors | 🔥 SURGING | 814/1000 | Attention: 81Social/Search Media: 83Press/Catalysts | Sonic the Hedgehog 3 (Shadow Voice) & John Wick Universe John Wick, The Matrix, Cyberpunk 2077•Fan Slate | |
#25↓ 4 |  IShowSpeed (Darren Watkins) United States•Creators | 🔥 SURGING | 803/1000 | Attention: 78Social/Search Media: 81Press/Catalysts | Worldwide IRL Streaming Tour (Europe, Asia, Latin America) YouTube (31M+ Subs), Streamer of the Year•31.5M | |
#26↑ 4 |  Charli xcx United Kingdom•Musicians | 🔥 SURGING | 785/1000 | Attention: 77Social/Search Media: 77Press/Catalysts | Brat Summer Global Phenomenon & Grammy Nominations BRAT, Crash, Speed Drive•5.8M | |
#27↓ 1 |  Paul Mescal Ireland•Actors | 🔥 SURGING | 785/1000 | Attention: 80Social/Search Media: 75Press/Catalysts | Gladiator II (Lucius) Leading Role Gladiator II, Aftersun, Normal People, All of Us Strangers•2.4M | |
#28↓ 5 |  Olivia Rodrigo United States•Musicians | 🔥 SURGING | 787/1000 | Attention: 82Social/Search Media: 76Press/Catalysts | GUTS World Tour Arena Sellouts GUTS, SOUR, Drivers License, Vampire•38.2M | |
#29↑ 3 |  Travis Kelce United States•Public Figures | 🔥 SURGING | 771/1000 | Attention: 82Social/Search Media: 78Press/Catalysts | New Heights Podcast $100M Deal & NFL Super Bowl Streak New Heights, Kansas City Chiefs, Grotesquerie•6.5M | |
#30↑ 1 |  Selena Gomez United States•Actors | 📈 ACCELERATING | 756/1000 | Attention: 78Social/Search Media: 79Press/Catalysts | Emilia Pérez Best Actress Cannes Win & Only Murders S4 Only Murders in the Building, Rare Beauty, Emilia Pérez•428.0M | |
#31↓ 5 |  Jimmy Fallon United States•TV Personalities | 🔥 SURGING | 760/1000 | Attention: 74Social/Search Media: 77Press/Catalysts | The Tonight Show 10th Anniversary & Viral Game Skits The Tonight Show, SNL•26.4M | |
#32↑ 2 |  Gordon Ramsay United Kingdom•Entertainers | 📈 ACCELERATING | 757/1000 | Attention: 72Social/Search Media: 74Press/Catalysts | MasterChef, Hell’s Kitchen & Global Restaurant Expansions Kitchen Nightmares, Hell’s Kitchen, Idiot Sandwich•17.8M | |
#33↑ 2 |  RuPaul Charles United States•TV Personalities | 📈 ACCELERATING | 738/1000 | Attention: 74Social/Search Media: 71Press/Catalysts | RuPaul’s Drag Race Global Franchise & Memoir House of Hidden Meanings Drag Race, All Stars, House of Hidden Meanings•4.6M | |
#34↓ 5 |  Kylie Jenner United States•Creators | 📈 ACCELERATING | 730/1000 | Attention: 77Social/Search Media: 71Press/Catalysts | Khy Fashion Drops & Paris Fashion Week Front Rows Kylie Cosmetics, Khy, The Kardashians•398.0M | |
#35↑ 1 |  The Weeknd (Abel Tesfaye) Canada•Musicians | 📈 ACCELERATING | 734/1000 | Attention: 78Social/Search Media: 73Press/Catalysts | Hurry Up Tomorrow Album Trilogy Finale & Stadium Tours After Hours, Dawn FM, Blinding Lights•76.2M | |
#36↑ 3 |  Emma Chamberlain United States•Creators | 📈 ACCELERATING | 725/1000 | Attention: 75Social/Search Media: 74Press/Catalysts | Chamberlain Coffee Growth & Met Gala Red Carpet Host Anything Goes Podcast, Chamberlain Coffee•16.1M | |
#37↓ 5 |  Kim Kardashian United States•Entertainers | 📈 ACCELERATING | 707/1000 | Attention: 70Social/Search Media: 73Press/Catalysts | SKIMS $4B Valuation & American Horror Story: Delicate SKIMS, SKKN, The Kardashians•364.0M | |
#38— 0 |  Trevor Noah  South Africa•Entertainers | 📈 ACCELERATING | 704/1000 | Attention: 68Social/Search Media: 70Press/Catalysts | Grammy Hosting Run & Off The Record Global Standup Tour The Daily Show, Born a Crime, What Now? Podcast•9.2M | |
#39↑ 4 |  Doja Cat United States•Musicians | 📈 ACCELERATING | 707/1000 | Attention: 69Social/Search Media: 67Press/Catalysts | Scarlet Tour & Avant-Garde Red Carpet Visuals Scarlet, Paint The Town Red, Planet Her•27.4M | |
#40↓ 4 |  Jacob Elordi Australia•Actors | 📈 ACCELERATING | 693/1000 | Attention: 72Social/Search Media: 66Press/Catalysts | Saltburn, Priscilla & Frankenstein (Guillermo del Toro) Euphoria, Saltburn, Priscilla•13.8M | |
#41↓ 2 |  Rosé (Blackpink)  South Korea•Musicians | ⚖️ STABLE | 677/1000 | Attention: 73Social/Search Media: 68Press/Catalysts | APT. (with Bruno Mars) Global #1 Smash Record APT., -R-, Blackpink•79.6M | |
#42↑ 4 |  Bruno Mars United States•Musicians | 📈 ACCELERATING | 680/1000 | Attention: 71Social/Search Media: 70Press/Catalysts | Back-to-Back Global #1 Duets (Die With A Smile & APT.) Die With A Smile, Silk Sonic, 24K Magic•35.4M | |
#43↓ 3 |  Lady Gaga United States•Musicians | ⚖️ STABLE | 678/1000 | Attention: 67Social/Search Media: 69Press/Catalysts | Joker: Folie à Deux (Harley Quinn) & LG7 Lead Singles Die With A Smile, Joker 2, Chromatica, A Star Is Born•57.8M | |
#44↓ 3 |  Joe Rogan United States•Creators | ⚖️ STABLE | 660/1000 | Attention: 63Social/Search Media: 67Press/Catalysts | The Joe Rogan Experience Multi-Platform Distribution & Austin Comedy The Joe Rogan Experience (JRE), Comedy Mothership•19.2M | |
#45↑ 4 |  Kendall Jenner United States•Creators | ⚖️ STABLE | 650/1000 | Attention: 63Social/Search Media: 63Press/Catalysts | 818 Tequila Global Expansion & L’Oréal Brand Ambassadorship 818 Tequila, The Kardashians•293.0M | |
#46↓ 2 |  Donald Glover (Childish Gambino) United States•Entertainers | ⚖️ STABLE | 654/1000 | Attention: 66Social/Search Media: 61Press/Catalysts | Bando Stone & The New World Film and Final Album Atlanta, Swarm, This Is America•11.4M Followers | |
#47↓ 4 |  Hailey Bieber United States•Creators | ⚖️ STABLE | 647/1000 | Attention: 68Social/Search Media: 62Press/Catalysts | Rhode Skin Global Pop-Up Phenomenon & Baby Announcement Rhode Skin, YouTube Channel•11.3M Followers | |
#48↑ 4 |  Robert Pattinson United Kingdom•Actors | ⚖️ STABLE | 628/1000 | Attention: 67Social/Search Media: 65Press/Catalysts | Mickey 17 (Bong Joon-ho) & The Batman Part II The Batman, The Lighthouse, Tenet•11.2M Followers | |
#49↓ 1 |  Miley Cyrus United States•Musicians | ⚖️ STABLE | 624/1000 | Attention: 63Social/Search Media: 65Press/Catalysts | Grammy Record of the Year for Flowers & Disney Legend Honor Endless Summer Vacation, Flowers•11.0M Followers | |
#50↓ 5 |  Tom Holland United Kingdom•Actors | ⚖️ STABLE | 628/1000 | Attention: 59Social/Search Media: 63Press/Catalysts | Romeo & Juliet West End Run & BERO Non-Alcoholic Beer Launch Spider-Man, Uncharted, The Crowded Room•10.9M Followers |
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