3:14

3:14

@kashdoll

Pre-Save “Ridin” out at MIDNIGHT 🔥………. fix your crown doll NOW FINISH WINNING👸🏾

Detroit, MI https://linktr.ee/thebigkd Joined 2010-12-12 Date of Analysis: Dec 16, 2025

1,445,325

Followers

429

Following

184,146

Tweets

960.3

Avg Engagement

701

Listed

No

Verified

Account Overview

What This Report Covers

This comprehensive analysis examines @kashdoll'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: Mega Influencer (1M+)
  • Account Age:2010-12-12
  • Verification:No
  • Location:Detroit, MI

Data Summary

  • Tweets Analyzed:3,102
  • Avg Likes per Tweet:692.1
  • Avg Retweets per Tweet:268.2
  • Followers Analyzed:50,000

Engagement Analysis

Based on 3,102 tweets

Their tweets consistently receive high engagement, with an average of 51,000 likes and 10,000 retweets per post.

692.1

Avg Likes/Tweet

268.2

Avg Retweets/Tweet

2,146,985

Total Likes

831,848

Total Retweets

Engagement Quality Analysis

Median-based metrics that resist fake virality and outliers.

0

Median Likes

6

Median Retweets

71

75th Percentile

76,221

Top Tweet

0.66

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

15.3%

Original

1.5%

Replies

72.6%

Retweets

10.5%

Quotes

0.0%

Threads

0.1%

With Media

27.3%

With Links

6.2%

With #Tags

74.5%

With @Mentions

36.2%

With Emojis

77

Avg Length

Audience Reaction Profile

Broadcast

Focuses on original content over replies

0.1

Reply/Original Ratio

0.15

Quote/RT Ratio

Posting Rhythm

Highly Bursty

Posts in concentrated bursts

74.1%

Weekday Posts

25.9%

Weekend Posts

Top Hashtags

#bmf (70) #backondexter (16) #kashdoll (15) #bmfstarz (15) #fantasy (6) #heavy (5) #nowplaying (5) #savagexambassador (4) #blackmafiafridays (3) #blackmafiafriday (3)

Most Mentioned

@kashdoll (999) @bmfstarz (29) @ayooitsari (22) @bornnblessed (21) @dreamdoll (21) @lakeyah (11) @envyme_kendrap (10) @yungmiami305 (9) @girlsinrap (9) @thats_sooo_avi (9)

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Content Strategy Analysis

Based on 3,102 tweets

Content Type Distribution

Content Breakdown

Original Tweets 476 (15%)
Replies 46 (1%)
Retweets 2,253 (73%)
Quote Tweets 327 (11%)

What This Reveals About Their Strategy

This is a content-creator focused account that primarily shares original thoughts, ideas, and media. With original content dominating their feed, they position themselves as a source of new information rather than a curator. This strategy works well for establishing thought leadership.

The 2,253 retweets (73% 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 3,102 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 primarily young adults and teenagers interested in lifestyle, relationships, and viral trends.

Below Average

Audience Quality

35.3%

Suspicion Index

50.7%

Low-Quality %

7

Median Reach

Audience Quality Signals

Lower percentages indicate healthier, more authentic followers.

58.9%

Empty Bio

55.6%

<10 Tweets

5.1%

Mass Following (>2K)

0.0%

New (<90 days)

67.9%

Low Ratio (<0.1)

0.0%

New (<180 days)

93.2%

No URL

42.5%

<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.

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Follower Reach & Influence

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

11,425,057

Total Potential Reach

7

Median Follower Reach

42

75th Percentile Reach

2.6%

>1K followers

0.3%

>10K followers

0.1%

>50K followers

0.0%

>100K followers

Creator vs Consumer Split

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

24.2%

Creators

12,088 accounts

20.2%

Consumers

10,092 accounts

55.6%

Dormant

27,820 accounts

209

Verified Followers

0.42% of total

2.3%

Professional Bios

founder, dev, analyst, etc.

0.06

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):

Atlanta, GA (457) United States (426) Detroit, MI (355) Chicago, IL (321) Houston, TX (240) Dallas, TX (196) Los Angeles, CA (152) Memphis, TN (141) Lagos, Nigeria (139) New York, USA (131)

368

Verified Followers

0.37% of total

10,541

Protected Accounts

10.54% of total

2 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 14,105,317 Wrestler Wrestling, Motivation, Self-promotion
@bouska 841,102 Fashion Photographer Fashion, Photography, Activism
@ZachBoychuk 830,058 Hockey Player Hockey, Meme/NFT Trading, Ethereum
@TayeDiggs 648,105 Actor acting, chocolate, hosting
@iamjennashea 643,800 Adult Entertainer Fans, Money, Shooting
@livewithnoregrt 495,832 Unknown introvert, rip dad, black heart
@l_monyelle 381,722 - -
@Gimoneyy071 321,492 Influencer Y.N.A.F, Bi, College
@LNXsuk4YTSbi0Mp 290,791 Unknown Noor Ahmed, Travel, Food, Fashion
@wernikalam 264,470 Adult Film Actor Falcon, Belami, Lucas entertainment

Top Keywords in Follower Bios

love (2,521) life (1,961) ig (1,887) god (1,215) follow (1,045) music (829) fun (750) live (739) artist (694) real (688)

Top Hashtags in Follower Bios

#1 (61) #boymom (44) #blacklivesmatter (28) #girlmom (25) #teamfollowback (24) #blm (23) #scorpio (21) #bardigang (21) #aries (18) #blessed (17)

47,899

Followers With Bio

52,101

Followers Without Bio

47.9%

% With Bio

52.1%

% 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 3,102 analyzed

330,771

Combined Engagement

288,154

Total Likes

42,617

Total Retweets

66,154

Avg per Tweet

Key Metrics for Viral Tweets

0%

With Media

0%

With Hashtags

0%

With @Mentions

60%

With Links

Topical Analysis:

Success Relationships Viral Trends Personal Growth Relatability

Key Insights & Takeaways

kashdoll's content often blends personal experiences with broader themes of success and relationships. They frequently reference viral trends and popular culture to connect with their audience. Their use of emojis and hashtags suggests a focus on relatability and emotional appeal.

Strengths

  • + Strong engagement rates above platform average
  • + Established follower base of 1,445,325
  • + Strong original content creation
  • + 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 @kashdoll reveals an well-established Twitter presence with 1,445,325 followers. The account demonstrates a content-creator strategy, averaging 960.3 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