Melissa Gisoni

Melissa Gisoni

@MelissaGisoni

I'm the Mom of 2 wonderful children, Maddie & Mackenzie. I have a wonderful Man in my life. ❤️

Pittsburgh & Los Angeles https://www.youtube.com/watch?v=PFnD9lbIy-Y Joined 2011-03-25 Date of Analysis: Dec 16, 2025

532,480

Followers

30,977

Following

27,741

Tweets

582.7

Avg Engagement

No

Verified

Account Overview

What This Report Covers

This comprehensive analysis examines @MelissaGisoni'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:2011-03-25
  • Verification:No
  • Location:Pittsburgh & Los Angeles

Data Summary

  • Tweets Analyzed:3,018
  • Avg Likes per Tweet:75.0
  • Avg Retweets per Tweet:507.6
  • Followers Analyzed:50,000

Engagement Analysis

Based on 3,018 tweets

Melissa's tweets receive an average of 1,353 likes and 182 retweets, indicating a highly engaged audience. Her content is well-received, with a focus on emotional and inspirational messages.

75.0

Avg Likes/Tweet

507.6

Avg Retweets/Tweet

226,418

Total Likes

1,532,070

Total Retweets

Engagement Quality Analysis

Median-based metrics that resist fake virality and outliers.

2

Median Likes

10

Median Retweets

178

75th Percentile

498,955

Top Tweet

1.09

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

34.8%

Original

11.4%

Replies

47.4%

Retweets

6.4%

Quotes

0.0%

Threads

1.5%

With Media

63.1%

With Links

26.1%

With #Tags

71.8%

With @Mentions

38.4%

With Emojis

102

Avg Length

Audience Reaction Profile

Interactive

Balances broadcasting with conversation

0.33

Reply/Original Ratio

0.13

Quote/RT Ratio

Posting Rhythm

Highly Bursty

Posts in concentrated bursts

76.9%

Weekday Posts

23.1%

Weekend Posts

Top Hashtags

#dancemoms (94) #teenchoice (79) #choicedancer (72) #dayandnighttour (36) #choicemuser (26) #kca2017 (26) #maddieziegler (23) #monstersakahaters (23) #themaddiediaries (18) #maddiexfabletics (17)

Most Mentioned

@maddieziegler (703) @kenzieziegler (530) @dancemom1313 (351) @melissagisoni (299) @sia (96) @dancemomholly (95) @kenzie (89) @youtube (88) @stylezieglers (79) @johnnyorlando (68)

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Content Strategy Analysis

Based on 3,018 tweets

Content Type Distribution

Content Breakdown

Original Tweets 1,050 (35%)
Replies 345 (11%)
Retweets 1,430 (47%)
Quote Tweets 193 (6%)

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 1,430 retweets (47% 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 3,018 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

Her audience primarily consists of family-oriented individuals and those interested in personal stories and social causes. The audience is likely to be emotionally engaged and supportive of her family and advocacy efforts.

Average

Audience Quality

32.1%

Suspicion Index

37.1%

Low-Quality %

4

Median Reach

Audience Quality Signals

Lower percentages indicate healthier, more authentic followers.

40.0%

Empty Bio

49.8%

<10 Tweets

3.4%

Mass Following (>2K)

0.0%

New (<90 days)

73.6%

Low Ratio (<0.1)

0.0%

New (<180 days)

94.3%

No URL

34.1%

<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.

17,754,874

Total Potential Reach

4

Median Follower Reach

22

75th Percentile Reach

1.2%

>1K followers

0.1%

>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).

26.0%

Creators

12,988 accounts

24.2%

Consumers

12,088 accounts

49.8%

Dormant

24,924 accounts

65

Verified Followers

0.13% of total

1.4%

Professional Bios

founder, dev, analyst, etc.

0.04

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):

United States (474) England, United Kingdom (205) United Kingdom (170) Los Angeles, CA (161) she/her (149) California, USA (129) New York, USA (125) Texas, USA (102) London, England (88) Australia (83)

100

Verified Followers

0.1% of total

11,390

Protected Accounts

11.28% of total

5 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
@KameronBennett 1,812,371 DJ Music, DJing, Booking
@toddcarey 1,686,021 Musician Music, Collaboration, Community
@APompliano 1,642,079 Entrepreneur Entrepreneurship, Investing, Learning
@MTVMusicUK 1,273,809 Entertainment Music, Entertainment, UK
@BrianDEvans 1,148,772 Entrepreneur NFTs, Crypto, Digital Marketing
@kenzie 1,128,385 Musician Music, Fashion, Lifestyle
@MilesSTEREOS 861,609 Musician Guitarist, Writer, Producer
@NOH8Campaign 801,792 Activism equality, bullying, discrimination
@MattyBRaps 772,265 Singer music, entertainment, social media
@ChloeLukasiak 718,762 Dancer Dance, Fashion, Beauty

Top Keywords in Follower Bios

love (6,976) life (2,629) follow (2,357) instagram (1,640) music (1,526) dance (1,356) girl (1,194) dancer (1,041) family (995) insta (991)

Top Hashtags in Follower Bios

#1 (71) #blacklivesmatter (68) #blm (47) #jenzie (36) #bts (18) #music (13) #dancer (13) #5 (13) #instagram (13) #maga (12)

58,269

Followers With Bio

42,729

Followers Without Bio

57.69%

% With Bio

42.31%

% 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 3,018 analyzed

1,101,262

Combined Engagement

0

Total Likes

1,101,262

Total Retweets

220,252

Avg per Tweet

Key Metrics for Viral Tweets

0%

With Media

0%

With Hashtags

100%

With @Mentions

40%

With Links

Topical Analysis:

Family Advocacy Emotional Connection National Pride Social Causes

Key Insights & Takeaways

She leverages her family's public recognition to raise awareness for important causes like cancer support. Her engagement is driven by emotional and patriotic content, such as her 'God bless America' tweet. She actively interacts with her followers, encouraging favorites for special follows and maintaining a personal connection.

Strengths

  • + Strong engagement rates above platform average
  • + Established follower base of 532,480
  • + 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 @MelissaGisoni reveals an well-established Twitter presence with 532,480 followers. The account demonstrates a content-creator strategy, averaging 582.7 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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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