Marci Liroff
Intimacy Coordinator, Acting Coach, Casting Director, Jewelry Designer, Animal Rights Activist, and all around cool chick. ❤️https://www.marciliroff.com/
54,106
Followers
964
Following
28,748
Tweets
265.7
Avg Engagement
858
Listed
No
Verified
Account Overview
What This Report Covers
This comprehensive analysis examines @marciliroff'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:2009-11-25
- Verification:No
- Location:Los Angeles, CA
Data Summary
- Tweets Analyzed:3,245
- Avg Likes per Tweet:10.2
- Avg Retweets per Tweet:255.5
- Followers Analyzed:9,998
Engagement Analysis
Based on 3,245 tweetsPosts receive consistent likes and retweets, indicating a loyal and interactive audience. The use of humor and emotional appeals helps drive engagement and shares.
10.2
Avg Likes/Tweet
255.5
Avg Retweets/Tweet
33,225
Total Likes
829,100
Total Retweets
Engagement Quality Analysis
Median-based metrics that resist fake virality and outliers.
2
Median Likes
0
Median Retweets
13
75th Percentile
80,662
Top Tweet
4.91
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
17.8%
Original
57.4%
Replies
4.0%
Retweets
20.8%
Quotes
0.0%
Threads
0.9%
With Media
37.1%
With Links
16.7%
With #Tags
79.0%
With @Mentions
1.8%
With Emojis
114
Avg Length
Audience Reaction Profile
Conversational
Engages heavily in discussions
3.23
Reply/Original Ratio
5.23
Quote/RT Ratio
Posting Rhythm
Highly Bursty
Posts in concentrated bursts
70.6%
Weekday Posts
29.4%
Weekend Posts
Top Hashtags
Most Mentioned
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Content Strategy Analysis
Based on 3,245 tweetsContent Type Distribution
Content Breakdown
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 129 retweets (4% 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 3,245 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 9,998 followersTheir audience likely includes fellow industry professionals, fans of their work, and individuals interested in animal rights or creative fields. The mix of humor and advocacy also attracts a broader, more diverse group.
Below Average
Audience Quality
37.5%
Suspicion Index
100.0%
Low-Quality %
104
Median Reach
Audience Quality Signals
Lower percentages indicate healthier, more authentic followers.
100.0%
Empty Bio
100.0%
<10 Tweets
0.0%
Mass Following (>2K)
0.0%
New (<90 days)
0.0%
Low Ratio (<0.1)
0.0%
New (<180 days)
55.5%
No URL
100.0%
<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.
38,519,636
Total Potential Reach
104
Median Follower Reach
458
75th Percentile Reach
14.3%
>1K followers
2.6%
>10K followers
0.8%
>50K followers
0.5%
>100K followers
Creator vs Consumer Split
Classification based on tweet activity: Creators (>100 tweets), Consumers (10-100 tweets), Dormant (<10 tweets).
0.0%
Creators
0 accounts
0.0%
Consumers
0 accounts
100.0%
Dormant
9,998 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):
0
Verified Followers
0.0% of total
723
Protected Accounts
7.23% of total
7 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 | 14,091,866 | Wrestler | Wrestling, Motivation, Self-promotion |
| @joncoopertweets | 1,292,618 | Political Strategist | Politics, Fundraising, Campaigns |
| @ParisJackson | 1,196,289 | Musician | Music, Recorders, WME & IMG |
| @ZachBoychuk | 823,904 | Hockey Player | Hockey, Meme/NFT Trading, Ethereum |
| @Jason | 737,104 | Investor | startups, investing, podcasting |
| @PleasureEllis | 678,874 | Entertainer | Music, Transformation, Celebration |
| @KentMoran | 577,553 | Actor/Filmmaker | Acting, Filmmaking, Singing |
| @SeanAstin | 460,737 | Actor | Movies, Acting, Video Shoutouts |
| @TheChrisWoodard | 405,672 | Video Editor | Gamer, NHL fan, Horror movie lover |
| @zammit_marc | 384,481 | Filmmaker | Film, Acting, Producing |
Top Keywords in Follower Bios
Top Hashtags in Follower Bios
8,129
Followers With Bio
1,871
Followers Without Bio
81.29%
% With Bio
18.71%
% 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 3,245 analyzed323,872
Combined Engagement
0
Total Likes
323,872
Total Retweets
64,774
Avg per Tweet
Key Metrics for Viral Tweets
0%
With Media
20%
With Hashtags
100%
With @Mentions
20%
With Links
Topical Analysis:
RT @common: If your vote didn’t matter so much, they wouldn’t be trying so hard to keep you from voting.
RT @Mikel_Jollett: The President is tested every day. Every single person he comes into contact with is also tested. If anyone tests positive, they are immediately quarantined and their contacts are tested. See? He DOES understand how to stop the virus. He just doesn't give a
RT @JesKast: The Colorado cake baker who refused to bake a cake for a gay couple now has a gay governor.
RT @angdubose: My sister is MISSING if you have seen her please notify/ dm me. Last seen in West Philly, PA. Please share to help find her❤️. https://t.co/FiPF0XtHhf
RT @maxui: Dear #American friends. I am a White South African living in South Africa. I promise you the governement is not taking white owned land nor is there a white genocide being perpetuated here. Your president is a fucking loon,. Thanks Matt
Key Insights & Takeaways
Marciliroff blends humor with serious topics, creating a unique tone that resonates with followers. They leverage their professional credibility to promote personal causes, such as supporting a friend's family. Their content often includes links to external resources, suggesting a focus on actionable support and awareness.
Strengths
- + Strong engagement rates above platform average
- + Established follower base of 54,106
- + 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 @marciliroff reveals an well-established Twitter presence with 54,106 followers. The account demonstrates a conversation-first approach, averaging 265.7 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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