Aaron Williams

Aaron Williams

@ajwilliams23

#StayWavy🌊

Austin, TX https://www.youtube.com/channel/UC_pZq1K9JFV_5CEoxhfpbwA?app=desktop Joined 2010-11-08 Date of Analysis: Dec 16, 2025

96,587

Followers

1,178

Following

44,654

Tweets

709.5

Avg Engagement

581

Listed

No

Verified

Account Overview

What This Report Covers

This comprehensive analysis examines @ajwilliams23'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:2010-11-08
  • Verification:No
  • Location:Austin, TX

Data Summary

  • Tweets Analyzed:3,173
  • Avg Likes per Tweet:62.7
  • Avg Retweets per Tweet:646.8
  • Followers Analyzed:10,996

Engagement Analysis

Based on 3,173 tweets

Their tweets receive a high number of likes and retweets, indicating strong audience interaction and support.

62.7

Avg Likes/Tweet

646.8

Avg Retweets/Tweet

199,032

Total Likes

2,052,279

Total Retweets

Engagement Quality Analysis

Median-based metrics that resist fake virality and outliers.

2

Median Likes

0

Median Retweets

28

75th Percentile

340,712

Top Tweet

7.35

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

21.3%

Original

52.9%

Replies

12.3%

Retweets

13.5%

Quotes

0.0%

Threads

0.4%

With Media

28.4%

With Links

16.6%

With #Tags

71.2%

With @Mentions

43.7%

With Emojis

73

Avg Length

Audience Reaction Profile

Conversational

Engages heavily in discussions

2.49

Reply/Original Ratio

1.1

Quote/RT Ratio

Posting Rhythm

Highly Bursty

Posts in concentrated bursts

66.9%

Weekday Posts

33.1%

Weekend Posts

Top Hashtags

#staywavy (135) #billsmafia (116) #hookem (21) #pubg (14) #716 (13) #gobills (10) #ilikeme (10) #awtailgateshow (9) #bills (7) #foodforthought (7)

Most Mentioned

@ajwilliams23 (107) @buffalobills (78) @fred22jackson (52) @awilliamsusa (41) @steviejohnson13 (38) @texasfootball (32) @qdiggs6 (29) @imderbatman (23) @jb_dshawn (22) @j_poyer21 (19)

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Content Strategy Analysis

Based on 3,173 tweets

Content Type Distribution

Content Breakdown

Original Tweets 676 (21%)
Replies 1,680 (53%)
Retweets 389 (12%)
Quote Tweets 428 (13%)

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 389 retweets (12% 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 3,173 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 10,996 followers

Their audience is primarily composed of fellow Buffalo Bills fans who appreciate their loyalty and enthusiasm.

Average

Audience Quality

23.8%

Suspicion Index

26.2%

Low-Quality %

47

Median Reach

Audience Quality Signals

Lower percentages indicate healthier, more authentic followers.

38.6%

Empty Bio

22.2%

<10 Tweets

15.6%

Mass Following (>2K)

0.0%

New (<90 days)

51.1%

Low Ratio (<0.1)

0.0%

New (<180 days)

87.8%

No URL

13.9%

<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.

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Follower Reach & Influence

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

28,918,862

Total Potential Reach

47

Median Follower Reach

224

75th Percentile Reach

7.0%

>1K followers

0.9%

>10K followers

0.3%

>50K followers

0.3%

>100K followers

Creator vs Consumer Split

Classification based on tweet activity: Creators (>100 tweets), Consumers (10-100 tweets), Dormant (<10 tweets).

56.5%

Creators

6,213 accounts

21.3%

Consumers

2,344 accounts

22.2%

Dormant

2,439 accounts

112

Verified Followers

1.02% of total

4.5%

Professional Bios

founder, dev, analyst, etc.

0.1

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):

Buffalo, NY (777) United States (189) New York, USA (145) Austin, TX (97) Rochester, NY (64) Texas, USA (52) Seoul, Republic of Korea (46) Orchard Park, NY (41) Houston, TX (39) Florida, USA (36)

112

Verified Followers

1.02% of total

955

Protected Accounts

8.68% 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
@JohnCena 14,093,020 Wrestler Wrestling, Motivation, Self-promotion
@BuffaloBills 1,706,992 Sports Team football, sports, Buffalo
@RexChapman 1,253,780 Commentator Basketball, Horse racing, Commentary
@ZachBoychuk 827,935 Hockey Player Hockey, Meme/NFT Trading, Ethereum
@JerryRice 687,049 Athlete Football, Author, Entrepreneur
@PlayersTribune 642,424 Sports Media Sports, Olympics, Athletes
@TitusONeilWWE 618,544 Wrestler WWE, Fatherhood, Entertainment
@Bridget 490,978 Podcaster Reality TV, Beaches, Paranormal
@Moreno 430,936 Influencer Business, Manager, Serious
@StevieJohnson13 318,062 Athlete Business, Fun, Adventure

Top Keywords in Follower Bios

bills (1,164) billsmafia (1,057) buffalo (718) love (487) sports (431) football (370) life (335) sabres (292) father (291) husband (216)

Top Hashtags in Follower Bios

#billsmafia (1,030) #gobills (123) #letsgobuffalo (103) #buffalobills (49) #bills (47) #sabres (46) #hookem (23) #blm (22) #1 (20) #repbx (20)

6,756

Followers With Bio

4,242

Followers Without Bio

61.43%

% With Bio

38.57%

% 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 3,173 analyzed

812,838

Combined Engagement

0

Total Likes

812,838

Total Retweets

162,568

Avg per Tweet

Key Metrics for Viral Tweets

0%

With Media

0%

With Hashtags

100%

With @Mentions

80%

With Links

Topical Analysis:

Football Community Loyalty

Key Insights & Takeaways

They are deeply committed to their Buffalo Bills fandom and express a lot of emotional connection to the team. Their content is highly personal and expressive, showing a strong sense of community and belonging. They often use hashtags and emojis to enhance their messages and connect with like-minded fans.

Strengths

  • + Strong engagement rates above platform average
  • + Established follower base of 96,587
  • + 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 @ajwilliams23 reveals an well-established Twitter presence with 96,587 followers. The account demonstrates a conversation-first approach, averaging 709.5 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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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