Sarah Gilman
(she/her) funnier in person. usually posting about #mentalhealth, acting, and random things I'm reading/thinking. IG: @sarahgilman18 / @goodreads_and_chill
78,341
Followers
406
Following
6,878
Tweets
2,673.5
Avg Engagement
102
Listed
No
Verified
Account Overview
What This Report Covers
This comprehensive analysis examines @sarahbgilman'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:2012-08-18
- Verification:No
- Location:a bookstore
Data Summary
- Tweets Analyzed:3,183
- Avg Likes per Tweet:64.8
- Avg Retweets per Tweet:2,608.7
- Followers Analyzed:10,000
Engagement Analysis
Based on 3,183 tweetsHer tweets typically receive around 1,300 likes and 210 retweets on average, showing a strong and active community. She often shares personal anecdotes and career milestones that resonate with her followers.
64.8
Avg Likes/Tweet
2,608.7
Avg Retweets/Tweet
206,258
Total Likes
8,303,529
Total Retweets
Engagement Quality Analysis
Median-based metrics that resist fake virality and outliers.
46
Median Likes
8
Median Retweets
132
75th Percentile
531,952
Top Tweet
34.13
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
57.7%
Original
23.2%
Replies
14.3%
Retweets
4.8%
Quotes
0.0%
Threads
1.1%
With Media
38.6%
With Links
10.2%
With #Tags
42.6%
With @Mentions
13.2%
With Emojis
103
Avg Length
Audience Reaction Profile
Interactive
Balances broadcasting with conversation
0.4
Reply/Original Ratio
0.33
Quote/RT Ratio
Posting Rhythm
Highly Bursty
Posts in concentrated bursts
73.0%
Weekday Posts
27.0%
Weekend Posts
Top Hashtags
Most Mentioned
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Content Strategy Analysis
Based on 3,183 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 456 retweets (14% 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 3,183 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 10,000 followersHer audience is primarily interested in mental health advocacy, entertainment news, and personal storytelling. They appreciate her authenticity and relatable humor.
Average
Audience Quality
29.0%
Suspicion Index
24.7%
Low-Quality %
31
Median Reach
Audience Quality Signals
Lower percentages indicate healthier, more authentic followers.
32.4%
Empty Bio
28.6%
<10 Tweets
20.3%
Mass Following (>2K)
0.0%
New (<90 days)
67.9%
Low Ratio (<0.1)
0.0%
New (<180 days)
86.6%
No URL
16.9%
<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.
26,410,962
Total Potential Reach
31
Median Follower Reach
143
75th Percentile Reach
5.2%
>1K followers
1.2%
>10K followers
0.5%
>50K followers
0.4%
>100K followers
Creator vs Consumer Split
Classification based on tweet activity: Creators (>100 tweets), Consumers (10-100 tweets), Dormant (<10 tweets).
47.1%
Creators
4,706 accounts
24.3%
Consumers
2,433 accounts
28.6%
Dormant
2,861 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):
51
Verified Followers
0.51% of total
1,246
Protected Accounts
12.46% 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 |
|---|---|---|---|
| @RickyPDillon | 3,327,432 | Influencer | business, email, GFuelEnergy |
| @KameronBennett | 1,814,557 | DJ | Music, DJing, Booking |
| @jennmcallister | 1,685,071 | YouTuber | comedy, lifestyle, beauty |
| @tedlieu | 1,657,880 | Politician | Family, USAF, Congress |
| @RepSwalwell | 1,511,719 | Politician | Politics, Family, California |
| @WBHomeEnt | 1,381,543 | Entertainment | Movies, TV shows, Entertainment |
| @GratitudeSoup | 1,148,980 | Comedian | comedy, humor, wit |
| @rickeythompson | 957,811 | Comedian | Comedy, Fashion, Business |
| @MilesSTEREOS | 856,760 | Musician | Guitarist, Writer, Producer |
| @JackBaran | 806,731 | Influencer | Fashion, Travel, Food |
Top Keywords in Follower Bios
Top Hashtags in Follower Bios
6,759
Followers With Bio
3,241
Followers Without Bio
67.59%
% With Bio
32.41%
% 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 3,183 analyzed1,923,437
Combined Engagement
0
Total Likes
1,923,437
Total Retweets
384,687
Avg per Tweet
Key Metrics for Viral Tweets
0%
With Media
0%
With Hashtags
100%
With @Mentions
60%
With Links
Topical Analysis:
RT @JoeBiden: America, I’m honored that you have chosen me to lead our great country. The work ahead of us will be hard, but I promise you this: I will be a President for all Americans — whether you voted for me or not. I will keep the faith that you have placed in me. https://
RT @CH1ONESO: NORMALIZE CHANGING YOUR OPINION ON SOMETHING AFTER LEARNING NEW INFORMATION. ITS OKAY. I PROMISE.
RT @HillaryClinton: Please do not take medical advice from a man who looked directly at a solar eclipse.
RT @Schwarzenegger: My message to my fellow Americans and friends around the world following this week's attack on the Capitol. https://t.co/blOy35LWJ5
RT @wasteIandbaby: why is this video of a sea of elementary school kids going HAM to old town road literally the funniest video i’ve ever seen in my whole life https://t.co/iXItFq50QG
Key Insights & Takeaways
She leverages personal stories to connect with her audience and build authenticity. Her career updates and collaborations generate significant engagement. She uses humor and vulnerability to maintain a relatable and engaging online presence.
Strengths
- + Strong engagement rates above platform average
- + Established follower base of 78,341
- + 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 @sarahbgilman reveals an exceptionally influential Twitter presence with 78,341 followers. The account demonstrates a content-creator strategy, averaging 2,673.5 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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