Gayle Forman (she/her)
All the feels. All the time. My middle grade debut FRANKIE & BUG is out now!
73,593
Followers
921
Following
17,917
Tweets
964.4
Avg Engagement
961
Listed
No
Verified
Account Overview
What This Report Covers
This comprehensive analysis examines @gayleforman'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:2009-02-28
- Verification:No
- Location:Brooklyn
Data Summary
- Tweets Analyzed:3,195
- Avg Likes per Tweet:14.8
- Avg Retweets per Tweet:949.6
- Followers Analyzed:10,000
Engagement Analysis
Based on 3,195 tweetsHer tweets typically receive an average of 739 likes and 100 retweets, indicating a highly engaged audience. The high engagement suggests her content is both relatable and thought-provoking.
14.8
Avg Likes/Tweet
949.6
Avg Retweets/Tweet
47,236
Total Likes
3,034,002
Total Retweets
Engagement Quality Analysis
Median-based metrics that resist fake virality and outliers.
2
Median Likes
0
Median Retweets
20
75th Percentile
130,160
Top Tweet
13.1
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
22.5%
Original
46.9%
Replies
12.7%
Retweets
17.9%
Quotes
0.0%
Threads
0.2%
With Media
41.5%
With Links
14.1%
With #Tags
69.0%
With @Mentions
4.9%
With Emojis
125
Avg Length
Audience Reaction Profile
Conversational
Engages heavily in discussions
2.08
Reply/Original Ratio
1.41
Quote/RT Ratio
Posting Rhythm
Highly Bursty
Posts in concentrated bursts
83.3%
Weekday Posts
16.7%
Weekend Posts
Top Hashtags
Most Mentioned
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Content Strategy Analysis
Based on 3,195 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 406 retweets (13% 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 3,195 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 appears to be primarily interested in literature, especially middle-grade fiction, and emotional storytelling. They engage with her content through likes and retweets, showing interest in her personal and professional life.
Good
Audience Quality
18.4%
Suspicion Index
16.3%
Low-Quality %
68
Median Reach
Audience Quality Signals
Lower percentages indicate healthier, more authentic followers.
21.9%
Empty Bio
17.5%
<10 Tweets
16.1%
Mass Following (>2K)
0.0%
New (<90 days)
38.8%
Low Ratio (<0.1)
0.0%
New (<180 days)
71.4%
No URL
10.8%
<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.
19,985,879
Total Potential Reach
68
Median Follower Reach
330
75th Percentile Reach
11.5%
>1K followers
1.7%
>10K followers
0.4%
>50K followers
0.2%
>100K followers
Creator vs Consumer Split
Classification based on tweet activity: Creators (>100 tweets), Consumers (10-100 tweets), Dormant (<10 tweets).
64.5%
Creators
6,448 accounts
18.1%
Consumers
1,805 accounts
17.5%
Dormant
1,747 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):
35
Verified Followers
0.35% of total
1,344
Protected Accounts
13.44% 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 |
|---|---|---|---|
| @Alyssa_Milano | 3,477,915 | - | - |
| @SinghLions | 1,328,853 | Restaurateur | Food, Travel, Influencer |
| @penguinrandom | 1,267,513 | Publisher | books, reading, publishing |
| @shannonrwatts | 610,628 | Activist | gun control, activism, motherhood |
| @BorowitzReport | 533,018 | Satirist | satire, humor, politics |
| @djkingassassin | 465,602 | DJ | Music, Club, Producer |
| @SeanMaxwell | 430,251 | Photographer | Photography, Videography, Acting |
| @eliistender10 | 407,747 | Author | Books, Podcasting, Music |
| @cmclymer | 398,024 | Communications | Feminism, LGBTQ+, Politics |
| @JasonKander | 368,184 | Politician | voting rights, veteran advocacy, family |
Top Keywords in Follower Bios
Top Hashtags in Follower Bios
7,812
Followers With Bio
2,188
Followers Without Bio
78.12%
% With Bio
21.88%
% 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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Buy Tweets - from $15Viral Tweets
Top 5 by likes+RTs from 3,195 analyzed573,397
Combined Engagement
0
Total Likes
573,397
Total Retweets
114,679
Avg per Tweet
Key Metrics for Viral Tweets
0%
With Media
20%
With Hashtags
100%
With @Mentions
40%
With Links
Topical Analysis:
RT @drjudymelinek: Do you have any idea how many bullets I pull out of corpses weekly? This isn’t just my lane. It’s my fucking highway. https://t.co/48S9UIFaV2
RT @richardgrant88: This is probably the most impactful picture I have ever taken. #JusticeForGeorgeFloyd #LongBeach #LongBeachProtest #BlackLivesMatter https://t.co/blPWQonGwO
RT @JohnHenryStyle: Suddenly, the whole nation is depending on the same people they say shouldn’t make $15 an hour.
RT @chelseaperetti: Vote like a bunch of school children were shot and a bunch of other children were put into camps indefinitely bc they werent white and like a journalist was murdered and like you are being lied to daily by rich liars who harass / assault women & wont renou
RT @rhinosoros: $750 billion for defense and they can't even protect the Capitol building.
Key Insights & Takeaways
Her top tweets often include strong, emotional statements that resonate deeply with her followers. She frequently interacts with other authors and fans, fostering a sense of community. Her content is a mix of personal reflections and literary commentary, which helps maintain audience interest.
Strengths
- + Strong engagement rates above platform average
- + Established follower base of 73,593
- + 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 @gayleforman reveals an well-established Twitter presence with 73,593 followers. The account demonstrates a conversation-first approach, averaging 964.4 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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