Beth Williams
Model, Actress, Playboy Playmate: Miss August 2012, Ohio U alum. Instagram: msbethwilliams
125.856
Followers
408
Following
8.332
Tweets
70,9
Avg Engagement
313
Listed
No
Verified
Account Overview
What This Report Covers
This comprehensive analysis examines @MsBethWilliams'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:2009-05-04
- Verification:No
- Location:Puerto Rico, USA
Data Summary
- Tweets Analyzed:3.177
- Avg Likes per Tweet:9,6
- Avg Retweets per Tweet:61,4
- Followers Analyzed:50.000
Engagement Analysis
Based on 3.177 tweetsHer tweets typically receive around 616 likes and 61 retweets on average. The engagement is relatively consistent across her posts.
9,6
Avg Likes/Tweet
61,4
Avg Retweets/Tweet
30.350
Total Likes
194.979
Total Retweets
Engagement Quality Analysis
Median-based metrics that resist fake virality and outliers.
1
Median Likes
0
Median Retweets
5
75th Percentile
73.970
Top Tweet
0,56
Engagement per 1K Followers
Normalized influence metric
Viral Spikes
Engagement Pattern
Few posts get most engagement
Posting Behavior
Content style and format preferences
Mixed
Balanced content approach
51,1%
Original
38,9%
Replies
9,7%
Retweets
0,3%
Quotes
0,0%
Threads
4,9%
With Media
31,5%
With Links
18,2%
With #Tags
61,7%
With @Mentions
17,2%
With Emojis
80
Avg Length
Audience Reaction Profile
Interactive
Balances broadcasting with conversation
0,76
Reply/Original Ratio
0,03
Quote/RT Ratio
Posting Rhythm
Highly Bursty
Posts in concentrated bursts
75,2%
Weekday Posts
24,8%
Weekend Posts
Top Hashtags
Most Mentioned
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Content Strategy Analysis
Based on 3.177 tweetsContent Type Distribution
Content Breakdown
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 309 retweets (10% 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 3.177 tweetsEngagement 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 followersHer audience appears to be interested in entertainment, fashion, and celebrity culture. The engagement metrics suggest a moderate level of interaction with her content.
Below Average
Audience Quality
40,1%
Suspicion Index
38,0%
Low-Quality %
46
Median Reach
Audience Quality Signals
Lower percentages indicate healthier, more authentic followers.
54,0%
Empty Bio
34,0%
<10 Tweets
37,4%
Mass Following (>2K)
0,0%
New (<90 days)
82,7%
Low Ratio (<0.1)
0,0%
New (<180 days)
94,1%
No URL
22,0%
<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.
Try Bot DetectorFollower Reach & Influence
This account's followers have their own audiences, creating potential for secondary amplification.
23.028.351
Total Potential Reach
46
Median Follower Reach
136
75th Percentile Reach
2,5%
>1K followers
0,3%
>10K followers
0,1%
>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).
40,9%
Creators
20.468 accounts
25,1%
Consumers
12.555 accounts
34,0%
Dormant
16.977 accounts
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):
201
Verified Followers
0.2% of total
19.463
Protected Accounts
19.27% of total
8 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 |
|---|---|---|---|
| @6BillionPeople | 2.033.161 | - | - |
| @ObispoPascal | 1.707.403 | Singer | Music, Album, Vinyl |
| @BlakeGray | 1.690.746 | Influencer | Business, United Talent |
| @JDaIey | 1.230.285 | Owner | Esports, Gaming, Sponsorship |
| @CSuiteConfess | 1.001.436 | Executive Coach | #MeToo, Executives, Navigating |
| @ZachBoychuk | 828.647 | Hockey Player | Hockey, Meme/NFT Trading, Ethereum |
| @solalexasch | 679.795 | Musician | Music, Travel, Tattoos |
| @garettnelson | 651.481 | Entrepreneur | Travel, Investing, Adventure |
| @VigilanteArtist | 573.488 | Digital Artist | Pop Art, Digital Art, iArt Movement |
| @crystalhefner | 531.785 | Investor | Travel, Investing, Modeling |
Top Keywords in Follower Bios
Top Hashtags in Follower Bios
43.749
Followers With Bio
57.249
Followers Without Bio
43.32%
% With Bio
56.68%
% 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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Export tweets with engagement metrics, timestamps, media, and reply/retweet details as CSV.
Buy Tweets - from $15Viral Tweets
Top 5 by likes+RTs from 3.177 analyzed152.102
Combined Engagement
0
Total Likes
152.102
Total Retweets
30.420
Avg per Tweet
Key Metrics for Viral Tweets
0%
With Media
40%
With Hashtags
100%
With @Mentions
60%
With Links
Topical Analysis:
RT @JohnCleese: Hard to tell if I recorded this 30 years or 10 minutes ago... https://t.co/GPDURhYIJL
RT @NBCNews: San Juan mayor: "I cannot fathom the thought that the greatest nation in the world cannot figure out the logistics for a small…
RT @usnikefootball: They called you undeserving. They called you an underdog. Now they can call you something else. #justdoit http://t.co/…
RT @peta: URGENT: As #HurricaneIrma2017 approaches, do not leave your animals behind or they could die! Their lives depend on YOU 💔 https:/…
RT @DalaiLama: Instead of harboring fear and suspicion we need to think of other people not as ‘them’ but ‘us’.
Key Insights & Takeaways
She leverages her Playboy Playmate status to maintain visibility and relevance in the entertainment industry. Her content is often casual and includes emojis, indicating a more personal and relatable approach. She uses Twitter as a platform to direct traffic to her Instagram profile, emphasizing her personal brand.
Strengths
- + Established follower base of 125.856
- + 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 @MsBethWilliams reveals an growing Twitter presence with 125.856 followers. The account demonstrates a content-creator strategy, averaging 70,9 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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