Jack McGuire

Jack McGuire

@JackMacCFB

Work: @BarstoolSports What I do at work: @unnecroughness @spinninbackfist The WOAT BTC/ETH/Banks Are Zero.

New York, NY https://www.facebook.com/unsupportedbrowser Joined 2010-05-21 Date of Analysis: Dec 16, 2025

69,008

Followers

1,421

Following

60,711

Tweets

89.0

Avg Engagement

381

Listed

No

Verified

Account Overview

What This Report Covers

This comprehensive analysis examines @JackMacCFB'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:2010-05-21
  • Verification:No
  • Location:New York, NY

Data Summary

  • Tweets Analyzed:3,250
  • Avg Likes per Tweet:69.3
  • Avg Retweets per Tweet:19.6
  • Followers Analyzed:10,000

Engagement Analysis

Based on 3,250 tweets

His tweets typically receive a high number of likes and a moderate number of retweets, indicating a loyal and active audience. The engagement suggests his content is both popular and thought-provoking.

69.3

Avg Likes/Tweet

19.6

Avg Retweets/Tweet

225,387

Total Likes

63,725

Total Retweets

Engagement Quality Analysis

Median-based metrics that resist fake virality and outliers.

10

Median Likes

0

Median Retweets

63

75th Percentile

15,039

Top Tweet

1.29

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

20.7%

Original

51.9%

Replies

9.4%

Retweets

17.9%

Quotes

0.0%

Threads

0.4%

With Media

38.2%

With Links

4.9%

With #Tags

61.2%

With @Mentions

9.1%

With Emojis

88

Avg Length

Audience Reaction Profile

Conversational

Engages heavily in discussions

2.5

Reply/Original Ratio

1.9

Quote/RT Ratio

Posting Rhythm

Somewhat Bursty

Occasional posting spikes

67.7%

Weekday Posts

32.3%

Weekend Posts

Top Hashtags

#ufc290 (15) #ufc287 (13) #ufc288 (9) #ufc286 (7) #ufckansascity (6) #ufc289 (5) #ufccharlotte (4) #bellator294 (4) #shoppingday2023 (4) #uconn (4)

Most Mentioned

@spinninbackfist (112) @bssportsbook (110) @jackmaccfb (77) @robbiebarstool (58) @magicm_mma (55) @benthebanedavis (53) @asherhbaron (41) @bigseanq_ (39) @jeffdlowe (38) @jeffnadu (36)

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Content Strategy Analysis

Based on 3,250 tweets

Content Type Distribution

Content Breakdown

Original Tweets 674 (21%)
Replies 1,687 (52%)
Retweets 307 (9%)
Quote Tweets 582 (18%)

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 307 retweets (9% 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 3,250 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 10,000 followers

His audience likely includes sports fans and individuals interested in cryptocurrency and financial markets. The content appeals to those looking for commentary and analysis on sports and investment topics.

Below Average

Audience Quality

37.5%

Suspicion Index

100.0%

Low-Quality %

123

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)

91.4%

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.

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Follower Reach & Influence

This account's followers have their own audiences, creating potential for secondary amplification.

13,149,912

Total Potential Reach

123

Median Follower Reach

310

75th Percentile Reach

4.8%

>1K followers

0.8%

>10K followers

0.3%

>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).

0.0%

Creators

0 accounts

0.0%

Consumers

0 accounts

100.0%

Dormant

10,000 accounts

0

Verified Followers

0.0% of total

0.0%

Professional Bios

founder, dev, analyst, etc.

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 (111) Chicago, IL (101) Boston, MA (53) Dallas, TX (49) Nashville, TN (47) Atlanta, GA (45) New York, NY (44) Houston, TX (44) Philadelphia, PA (39) New York, USA (38)

0

Verified Followers

0.0% of total

1,706

Protected Accounts

17.06% 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
@DailyLoud 2,133,270 Music Blogger Hip-Hop, Music, Updates
@upblissed 971,261 - -
@totalfratmove 894,338 Entertainment fraternity, college, humor
@BellatorMMA 672,327 MMA Promoter MMA, Fighting, Showtime
@champssports 557,255 Retailer sports, sneakers, fashion
@thecjpearson 442,046 - -
@Moreno 429,568 Influencer Business, Manager, Serious
@TaylorLorenz 349,116 Reporter influencer, online creator, book
@LomahCrypto 283,988 Risk Manager -
@Daniel_Rapaport 261,467 Golf Commentator Golf, BarstoolSports, ForePlayPod

Top Keywords in Follower Bios

sports (497) alum (315) football (213) university (184) state (178) life (129) college (125) love (116) husband (114) father (107)

Top Hashtags in Follower Bios

#rolltide (23) #1 (23) #godawgs (23) #bitcoin (21) #goblue (19) #billsmafia (19) #gopackgo (15) #lgm (15) #forthea (15) #wps (12)

5,930

Followers With Bio

4,070

Followers Without Bio

59.3%

% With Bio

40.7%

% 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 3,250 analyzed

34,640

Combined Engagement

0

Total Likes

34,640

Total Retweets

6,928

Avg per Tweet

Key Metrics for Viral Tweets

0%

With Media

0%

With Hashtags

100%

With @Mentions

100%

With Links

Topical Analysis:

Sports Cryptocurrency Media Rights

Key Insights & Takeaways

He frequently discusses sports teams and their social media presence, highlighting the intensity and culture around college football. He often comments on media rights and the influence of sports networks like ESPN. His tweets also touch on cryptocurrency and financial markets, indicating a blend of sports and financial interests.

Strengths

  • + Established follower base of 69,008
  • + 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 @JackMacCFB reveals an growing Twitter presence with 69,008 followers. The account demonstrates a conversation-first approach, averaging 89.0 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