Madilyn Bailey

Madilyn Bailey

@madilynbailey

bad at twitter but… DEBUT ALBUM OUT NOW!!! ⬇️

WI ➡️LA https://stem.ffm.to/hollywooddead Joined 2010-02-16 Date of Analysis: Dec 16, 2025

179,064

Followers

3,701

Following

29,849

Tweets

167.2

Avg Engagement

No

Verified

Account Overview

What This Report Covers

This comprehensive analysis examines @madilynbailey'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:2010-02-16
  • Verification:No
  • Location:WI ➡️LA

Data Summary

  • Tweets Analyzed:3,243
  • Avg Likes per Tweet:61.9
  • Avg Retweets per Tweet:105.3
  • Followers Analyzed:50,000

Engagement Analysis

Based on 3,243 tweets

Her tweets receive moderate engagement, with an average of 1,259 likes and 191 retweets per post, indicating a loyal but not highly interactive fanbase.

61.9

Avg Likes/Tweet

105.3

Avg Retweets/Tweet

200,627

Total Likes

341,546

Total Retweets

Engagement Quality Analysis

Median-based metrics that resist fake virality and outliers.

7

Median Likes

0

Median Retweets

80

75th Percentile

80,674

Top Tweet

0.93

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

19.7%

Original

73.1%

Replies

6.3%

Retweets

0.9%

Quotes

0.0%

Threads

0.2%

With Media

16.0%

With Links

1.6%

With #Tags

73.1%

With @Mentions

32.8%

With Emojis

51

Avg Length

Audience Reaction Profile

Conversational

Engages heavily in discussions

3.7

Reply/Original Ratio

0.14

Quote/RT Ratio

Posting Rhythm

Highly Bursty

Posts in concentrated bursts

68.5%

Weekday Posts

31.5%

Weekend Posts

Top Hashtags

#agt (16) #ad (5) #shineyourdiamondheart (4) #2 (3) #herestothefuture (3) #genshinimpactanniversary (3) #midnights (2) #shorts (1) #21 (1) #letsgofrontiering (1)

Most Mentioned

@kamalsamrli (108) @annalouise__x (106) @madilyn (106) @madilynbailey (60) @_iuofficial (52) @agt (39) @homesickvbeer (38) @vibezofsunshine (28) @sweetestalyssum (28) @fumeroses (27)

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Content Strategy Analysis

Based on 3,243 tweets

Content Type Distribution

Content Breakdown

Original Tweets 640 (20%)
Replies 2,370 (73%)
Retweets 205 (6%)
Quote Tweets 28 (1%)

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 205 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 3,243 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

Her audience includes fans of her music and younger demographics, likely drawn to her candid and relatable style.

Average

Audience Quality

32.4%

Suspicion Index

40.8%

Low-Quality %

5

Median Reach

Audience Quality Signals

Lower percentages indicate healthier, more authentic followers.

45.6%

Empty Bio

48.7%

<10 Tweets

7.0%

Mass Following (>2K)

0.0%

New (<90 days)

68.3%

Low Ratio (<0.1)

0.0%

New (<180 days)

89.8%

No URL

36.0%

<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.

123,352,459

Total Potential Reach

5

Median Follower Reach

53

75th Percentile Reach

3.5%

>1K followers

0.6%

>10K followers

0.2%

>50K followers

0.1%

>100K followers

Creator vs Consumer Split

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

33.2%

Creators

16,582 accounts

18.2%

Consumers

9,076 accounts

48.7%

Dormant

24,342 accounts

145

Verified Followers

0.29% of total

3.0%

Professional Bios

founder, dev, analyst, etc.

0.04

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 (608) People's Republic of China (433) California, USA (168) China (163) England, United Kingdom (160) Los Angeles, CA (158) United Kingdom (144) Malaysia (130) 中华人民共和国 (129) Cairo, Egypt (127)

155

Verified Followers

0.15% of total

7,459

Protected Accounts

7.46% of total

6 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
@LiamPayne 33,906,007 Singer Music, Sunshine, Singer
@FortniteGame 15,692,867 - -
@JohnCena 14,100,169 Wrestler Wrestling, Motivation, Self-promotion
@Huawei 10,258,813 Technology ICT infrastructure, smart devices, global provider
@Valkyrae 3,078,706 Streamer Gaming, Streaming, Content Creation
@Nadeshot 2,971,803 Professional Gamer Gaming, Esports, Entrepreneurship
@AmericanIdol 1,920,224 Entertainment Music, Singing, Auditions
@SypherPK 1,754,016 Streamer Gaming, Streaming, Content Creation
@TheVampsCon 1,735,774 Musician Diary, Strange thoughts
@toddcarey 1,684,956 Musician Music, Collaboration, Community

Top Keywords in Follower Bios

music (3,783) love (3,513) pop (1,927) life (1,695) musica (1,078) follow (957) hiphoprap (892) fun (676) sports (655) instagram (626)

Top Hashtags in Follower Bios

#1 (51) #fortnite (42) #music (37) #iu (26) #blacklivesmatter (25) #blm (19) #love (16) #아이유 (15) #uaena (15) #ynwa (15)

44,833

Followers With Bio

55,167

Followers Without Bio

44.83%

% With Bio

55.17%

% 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 3,243 analyzed

260,143

Combined Engagement

0

Total Likes

260,143

Total Retweets

52,029

Avg per Tweet

Key Metrics for Viral Tweets

0%

With Media

20%

With Hashtags

100%

With @Mentions

60%

With Links

Topical Analysis:

Music Promotion Personal Reflection Humor Pop Culture Fan Interaction

Key Insights & Takeaways

She openly shares personal experiences and emotions, which fosters a sense of authenticity. Her content often includes references to pop culture and music, which resonates with her younger audience. She balances humor with heartfelt messages, creating a unique and engaging tone.

Strengths

  • + Strong engagement rates above platform average
  • + Established follower base of 179,064
  • + 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 @madilynbailey reveals an well-established Twitter presence with 179,064 followers. The account demonstrates a conversation-first approach, averaging 167.2 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