Mary

Mary

@MaryValorant

🇧🇭 17/yr silly little streamer Business Inquiries: [email protected]

Bahrain https://www.twitch.tv/mary Joined 2018-08-03 Date of Analysis: Dec 16, 2025

44,185

Followers

983

Following

5,140

Tweets

222.6

Avg Engagement

46

Listed

No

Verified

Account Overview

What This Report Covers

This comprehensive analysis examines @MaryValorant'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: Mid-Tier (10K+)
  • Account Age:2018-08-03
  • Verification:No
  • Location:Bahrain

Data Summary

  • Tweets Analyzed:3,238
  • Avg Likes per Tweet:158.9
  • Avg Retweets per Tweet:63.7
  • Followers Analyzed:42,848

Engagement Analysis

Based on 3,238 tweets

Her tweets receive an average of 8,796 likes and 198 retweets, indicating high popularity and interaction. Verified accounts make up 0.6% of her followers, suggesting a mix of real and bot accounts.

158.9

Avg Likes/Tweet

63.7

Avg Retweets/Tweet

514,566

Total Likes

206,150

Total Retweets

Engagement Quality Analysis

Median-based metrics that resist fake virality and outliers.

3

Median Likes

0

Median Retweets

44

75th Percentile

180,722

Top Tweet

5.04

Engagement per 1K Followers

Normalized influence metric

Viral Spikes

Engagement Pattern

Few posts get most engagement

Posting Behavior

Content style and format preferences

Conversationalist

Highly engaged in discussions

23.6%

Original

69.0%

Replies

5.7%

Retweets

1.7%

Quotes

0.0%

Threads

0.2%

With Media

22.0%

With Links

2.4%

With #Tags

81.2%

With @Mentions

13.7%

With Emojis

51

Avg Length

Audience Reaction Profile

Conversational

Engages heavily in discussions

2.93

Reply/Original Ratio

0.31

Quote/RT Ratio

Posting Rhythm

Highly Bursty

Posts in concentrated bursts

71.0%

Weekday Posts

29.0%

Weekend Posts

Top Hashtags

#valorant (29) #vctgamechangers (7) #valorantmasters (6) #newprofilepic (5) #vctlockin (4) #esports (4) #gaming (3) #bahrain (2) #spikemena (2) #spikenations (2)

Most Mentioned

@mimimimichaela (210) @madisonbeer (199) @juliakiran (132) @glancevl (127) @g2esports (115) @speedowka (109) @kugioval (98) @adriahhfn (94) @petrastoker (80) @danahcs (64)

Want This Report as PDF?

We're building PDF export for these analytics reports. Register your interest to get early access.

Register Interest

Content Strategy Analysis

Based on 3,238 tweets

Content Type Distribution

Content Breakdown

Original Tweets 764 (24%)
Replies 2,235 (69%)
Retweets 183 (6%)
Quote Tweets 56 (2%)

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 183 retweets (6% 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 3,238 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 42,848 followers

Her audience is primarily young gamers and fans of her personality-driven content. They engage with her through likes, retweets, and comments on her tweets.

Good

Audience Quality

19.5%

Suspicion Index

22.0%

Low-Quality %

27

Median Reach

Audience Quality Signals

Lower percentages indicate healthier, more authentic followers.

34.6%

Empty Bio

16.0%

<10 Tweets

3.9%

Mass Following (>2K)

0.0%

New (<90 days)

54.5%

Low Ratio (<0.1)

0.0%

New (<180 days)

79.2%

No URL

9.5%

<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.

Try Bot Detector

Follower Reach & Influence

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

66,707,293

Total Potential Reach

27

Median Follower Reach

116

75th Percentile Reach

4.8%

>1K followers

1.0%

>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).

63.2%

Creators

27,074 accounts

20.8%

Consumers

8,898 accounts

16.0%

Dormant

6,876 accounts

248

Verified Followers

0.58% of total

5.0%

Professional Bios

founder, dev, analyst, etc.

0.08

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):

São Paulo, Brasil (166) Bahrain (141) France (136) she/her (120) Chile (114) United States (111) United Kingdom (106) Brasil (104) Kingdom of Saudi Arabia (97) Germany (89)

248

Verified Followers

0.58% of total

5,057

Protected Accounts

11.8% 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 14,106,763 Wrestler Wrestling, Motivation, Self-promotion
@verified 4,201,702 - -
@madisonbeer 3,221,092 - -
@Clix 2,165,343 Professional Gamer Fortnite, Gaming, Esports
@benjyfishy 1,872,616 Professional Gamer Fortnite, NRGgg, World Cup
@G2esports 1,574,426 Esports Team esports, org, G2ARMY
@loud_babi 1,116,251 - -
@kyedae 1,065,723 Content Creator Gaming, Esports, Content Creation
@LogitechG 882,424 Tech Company Gaming, Technology, Innovation
@sjokz 810,485 Esports Host esports, Belgium, dolphin impression

Top Keywords in Follower Bios

valorant (3,011) player (2,420) twitch (826) streamer (709) esports (698) gamer (644) professional (481) games (459) business (446) love (386)

Top Hashtags in Follower Bios

#g2army (243) #valorant (67) #1 (67) #g2win (65) #kcorp (49) #vforvictory (43) #alwaysfnatic (41) #goloud (39) #letsgoliquid (30) #lec (23)

28,022

Followers With Bio

14,826

Followers Without Bio

65.4%

% With Bio

34.6%

% 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.

Buy Follower Data

Export full follower list with profile details, bios, locations, and follower counts as CSV.

Buy Followers - from $15

Buy Tweet Data

Export tweets with engagement metrics, timestamps, media, and reply/retweet details as CSV.

Buy Tweets - from $15

Viral Tweets

Top 5 by likes+RTs from 3,238 analyzed

231,166

Combined Engagement

49,367

Total Likes

181,799

Total Retweets

46,233

Avg per Tweet

Key Metrics for Viral Tweets

0%

With Media

20%

With Hashtags

40%

With @Mentions

80%

With Links

Topical Analysis:

Gaming Entertainment Personal Branding Humor Sports Social Media Engagement

Key Insights & Takeaways

She uses personal and humorous content to connect with her audience. Her gaming achievements, like celebrating Max Verstappen, highlight her passion for the sport. She actively promotes her brand through her Twitter and business inquiries.

Strengths

  • + Strong engagement rates above platform average
  • + Established follower base of 44,185
  • + 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 @MaryValorant reveals an well-established Twitter presence with 44,185 followers. The account demonstrates a conversation-first approach, averaging 222.6 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.

Need Programmatic Access?

We're building an API for developers and researchers. Get access to Twitter data programmatically for your applications and analysis.

Register Interest for API Access

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