Sebastian Roché💙

Sebastian Roché💙

@sebroche

Actor. Here in name only, I’m on Threads https://v.cameo.com/Ei8KzcREn6/jxv……

https://www.facebook.com/unsupportedbrowser Joined 2009-03-20 Date of Analysis: Dec 16, 2025

448,592

Followers

1,875

Following

45,083

Tweets

3,501.7

Avg Engagement

3,287

Listed

No

Verified

Account Overview

What This Report Covers

This comprehensive analysis examines @sebroche's Twitter/X presence across multiple dimensions. We analyze tweet content, engagement patterns, audience demographics, posting habits, and network connections to provide actionable insights about this account's social media strategy and influence.

Account Classification

  • Account Size: Macro Influencer (100K+)
  • Account Age:2009-03-20
  • Verification:No
  • Location:Not specified

Data Summary

  • Tweets Analyzed:3,242
  • Avg Likes per Tweet:38.8
  • Avg Retweets per Tweet:3,462.9
  • Followers Analyzed:50,000

Engagement Analysis

Based on 3,242 tweets

The engagement rate suggests a loyal but not extremely active follower base. The content tends to receive consistent but not overwhelming interaction.

38.8

Avg Likes/Tweet

3,462.9

Avg Retweets/Tweet

125,725

Total Likes

11,226,792

Total Retweets

Engagement Quality Analysis

Median-based metrics that resist fake virality and outliers.

0

Median Likes

16

Median Retweets

1,680

75th Percentile

407,682

Top Tweet

7.81

Engagement per 1K Followers

Normalized influence metric

Viral Spikes

Engagement Pattern

Few posts get most engagement

Posting Behavior

Content style and format preferences

Curator

Amplifies others content frequently

9.2%

Original

30.6%

Replies

49.8%

Retweets

10.5%

Quotes

0.0%

Threads

0.7%

With Media

26.9%

With Links

20.3%

With #Tags

84.5%

With @Mentions

19.2%

With Emojis

94

Avg Length

Audience Reaction Profile

Conversational

Engages heavily in discussions

3.33

Reply/Original Ratio

0.21

Quote/RT Ratio

Posting Rhythm

Highly Bursty

Posts in concentrated bursts

73.3%

Weekday Posts

26.7%

Weekend Posts

Top Hashtags

#1923tv (53) #istandwithukraine (33) #cabinetofcuriosities (30) #standwithukraine (28) #slavaukraini (20) #premierleague (18) #chelseafc (17) #1923 (15) #cobrakai (15) #guillermodeltoro (14)

Most Mentioned

@aliciahannah (153) @rexchapman (108) @sebroche (85) @1923official (79) @donwinslow (72) @garylineker (53) @mcfaul (49) @paramountplus (45) @chelseafc (42) @potus (42)

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Content Strategy Analysis

Based on 3,242 tweets

Content Type Distribution

Content Breakdown

Original Tweets 298 (9%)
Replies 992 (31%)
Retweets 1,613 (50%)
Quote Tweets 339 (10%)

What This Reveals About Their Strategy

This account prioritizes community engagement over content broadcasting. With replies making up the majority of their activity, they invest significant time in conversations, building relationships with followers and participating in discussions. This approach typically leads to higher loyalty and more authentic connections.

The 1,613 retweets (50% of activity) show they also amplify content from others, which helps build relationships with other accounts and provides value to followers by surfacing relevant content.

Posting Patterns & Optimal Timing

Based on 3,242 tweets

Engagement by Hour (UTC)

Posting Frequency Over Time

Timing Insights

Understanding when an account posts and when their audience is most responsive provides valuable competitive intelligence. The charts above show when this account's content receives the most engagement, which often correlates with when their specific audience is most active on the platform.

Peak posting times vary significantly based on an account's audience demographics, timezone distribution, and content type. Accounts with global audiences often see engagement spread across multiple time windows, while those with regional focus may have more concentrated peaks.

Audience Demographics

Based on 50,000 followers

The audience appears to be interested in entertainment, celebrity culture, and personal updates. They are likely fans of actors and pop culture events.

Average

Audience Quality

29.6%

Suspicion Index

34.5%

Low-Quality %

8

Median Reach

Audience Quality Signals

Lower percentages indicate healthier, more authentic followers.

39.9%

Empty Bio

40.5%

<10 Tweets

7.4%

Mass Following (>2K)

0.0%

New (<90 days)

67.3%

Low Ratio (<0.1)

0.0%

New (<180 days)

91.2%

No URL

29.1%

<3 Tweets

Free Mode Analysis: These quality metrics use heuristic signals (empty bios, low tweets, suspicious ratios). For ML-powered bot detection with 95%+ accuracy, use our dedicated tool.

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Follower Reach & Influence

This account's followers have their own audiences, creating potential for secondary amplification.

58,518,056

Total Potential Reach

8

Median Follower Reach

58

75th Percentile Reach

3.8%

>1K followers

0.6%

>10K followers

0.3%

>50K followers

0.2%

>100K followers

Creator vs Consumer Split

Classification based on tweet activity: Creators (>100 tweets), Consumers (10-100 tweets), Dormant (<10 tweets).

38.3%

Creators

19,158 accounts

21.2%

Consumers

10,603 accounts

40.5%

Dormant

20,239 accounts

295

Verified Followers

0.59% of total

3.8%

Professional Bios

founder, dev, analyst, etc.

0.05

Median Follow Ratio

follower/following

Follower Influence Distribution

How many followers do their followers have?

Follower Account Age

How long have followers been on Twitter?

Geographic Distribution

Top locations where followers are based (from those who share location data):

United States (350) England, United Kingdom (151) she/her (145) Los Angeles, CA (134) United Kingdom (126) California, USA (108) Florida, USA (99) New York, USA (91) Texas, USA (89) London, England (86)

534

Verified Followers

0.53% of total

9,683

Protected Accounts

9.68% of total

5 years

Avg Account Age

of their followers

Notable Followers (By Influence)

Top accounts following this user, sorted by their follower count:

Username Followers Profession Interests
@JohnCena 14,104,440 Wrestler Wrestling, Motivation, Self-promotion
@hrw 5,086,014 Human Rights Human Rights, Abuses, Advocacy
@Alyssa_Milano 3,502,058 - -
@AndrewYang 1,700,253 Entrepreneur Entrepreneur, UBI, Human-Centered Economy
@MaryLTrump 1,651,448 Activist #blacklivesmatter, LGBTQ+, pronouns
@TaikaWaititi 1,647,762 Filmmaker comedy, filmmaking, creativity
@TheRickWilson 1,599,364 Political Consultant Politics, Advertising, Writing
@RepSwalwell 1,502,278 Politician Politics, Family, California
@SinghLions 1,334,859 Restaurateur Food, Travel, Influencer
@Kat_McNamara 1,303,766 Actress Acting, Baking, Nerdiness

Top Keywords in Follower Bios

love (5,608) sheher (3,438) life (2,658) supernatural (1,984) mom (1,859) lover (1,697) music (1,591) account (1,106) things (1,072) writer (1,038)

Top Hashtags in Follower Bios

#blm (295) #spnfamily (229) #blacklivesmatter (226) #resist (187) #supernatural (174) #spn (127) #akf (103) #voteblue (69) #gh (56) #lgbtq (55)

62,622

Followers With Bio

37,378

Followers Without Bio

62.62%

% With Bio

37.38%

% Without Bio

Why Audience Demographics Matter

Understanding who follows an account reveals the type of influence they hold. Accounts followed primarily by users with few followers indicate broad, mainstream appeal. Those with many high-follower followers have greater potential for content amplification through secondary sharing.

Account age distribution also tells a story: a follower base with many new accounts might indicate recent viral growth, while established followers suggest long-term, stable influence. Geographic data helps understand the cultural context and timezone spread of the audience.

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Viral Tweets

Top 5 by likes+RTs from 3,242 analyzed

1,303,448

Combined Engagement

0

Total Likes

1,303,448

Total Retweets

260,690

Avg per Tweet

Key Metrics for Viral Tweets

0%

With Media

0%

With Hashtags

100%

With @Mentions

60%

With Links

Topical Analysis:

Entertainment Personal Life Pop Culture

Key Insights & Takeaways

The account frequently shares personal experiences and nightlife events, indicating a focus on lifestyle and entertainment. The use of hashtags and links to external content suggests an attempt to engage with broader audiences and drive traffic. The verified status is low, which may indicate a lack of official endorsement or brand recognition.

Strengths

  • + Strong engagement rates above platform average
  • + Established follower base of 448,592
  • + High community engagement through conversations
  • + Active presence with consistent posting

Opportunities

  • ~ Optimize posting times for peak engagement windows
  • ~ Analyze top-performing content for replicable patterns
  • ~ Leverage geographic concentration for targeted content
  • ~ Explore collaboration potential with followed accounts

Summary

This analysis of @sebroche reveals an exceptionally influential Twitter presence with 448,592 followers. The account demonstrates a conversation-first approach, averaging 3,501.7 engagements per tweet. Key strengths include consistent posting and an engaged audience, with opportunities to further optimize timing and content strategy based on the patterns identified in this report.

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About This Analysis: This analysis is based on a snapshot of followers, following, and recent tweets. It evaluates structure, quality, and behavior, not historical growth. Metrics like growth rate, momentum, churn, or spike analysis require time-series data which is not available from a single snapshot.

Data collected and analyzed by twtData | Analysis date: Dec 16, 2025