Lily Marston

Lily Marston

@lily_marston

producer/editor/accidental youtuber

Los Angeles, CA https://www.youtube.com/doweknowthem Joined 2009-05-13 Date of Analysis: Dec 16, 2025

103,806

Followers

1,072

Following

27,154

Tweets

825.1

Avg Engagement

130

Listed

No

Verified

Account Overview

What This Report Covers

This comprehensive analysis examines @lily_marston'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:2009-05-13
  • Verification:No
  • Location:Los Angeles, CA

Data Summary

  • Tweets Analyzed:3,241
  • Avg Likes per Tweet:107.6
  • Avg Retweets per Tweet:717.6
  • Followers Analyzed:10,000

Engagement Analysis

Based on 3,241 tweets

Her tweets typically receive a high number of likes and retweets, indicating a loyal and active audience. The engagement suggests her content resonates well with her followers.

107.6

Avg Likes/Tweet

717.6

Avg Retweets/Tweet

348,594

Total Likes

2,325,671

Total Retweets

Engagement Quality Analysis

Median-based metrics that resist fake virality and outliers.

20

Median Likes

0

Median Retweets

118

75th Percentile

557,758

Top Tweet

7.95

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

28.7%

Original

61.3%

Replies

3.8%

Retweets

6.2%

Quotes

0.0%

Threads

0.6%

With Media

22.9%

With Links

1.6%

With #Tags

58.3%

With @Mentions

9.9%

With Emojis

92

Avg Length

Audience Reaction Profile

Conversational

Engages heavily in discussions

2.13

Reply/Original Ratio

1.63

Quote/RT Ratio

Posting Rhythm

Highly Bursty

Posts in concentrated bursts

74.1%

Weekday Posts

25.9%

Weekend Posts

Top Hashtags

#doweknowthem (15) #metgala (7) #dwkt (4) #dryfordef (3) #dontworrydarling (3) #whatsinstore (3) #gabbypetito (3) #tank21 (1) #yellowjackets (1) #dog (1)

Most Mentioned

@jake__waters (105) @jessismiles__ (100) @lons (89) @fatsajak_ (61) @meghanrienks (53) @andrew_giglio (52) @joslyndavis (47) @kattenbarge (41) @lolacoaster (40) @eaford518 (34)

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Content Strategy Analysis

Based on 3,241 tweets

Content Type Distribution

Content Breakdown

Original Tweets 931 (29%)
Replies 1,986 (61%)
Retweets 123 (4%)
Quote Tweets 201 (6%)

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 123 retweets (4% 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 3,241 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

Her audience appears to be interested in entertainment, pop culture, and social media trends. They engage with her content through likes and retweets, showing a level of interest in her perspective.

Average

Audience Quality

20.3%

Suspicion Index

26.0%

Low-Quality %

32

Median Reach

Audience Quality Signals

Lower percentages indicate healthier, more authentic followers.

37.7%

Empty Bio

21.4%

<10 Tweets

6.6%

Mass Following (>2K)

0.0%

New (<90 days)

45.8%

Low Ratio (<0.1)

0.0%

New (<180 days)

87.2%

No URL

14.3%

<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.

9,610,050

Total Potential Reach

32

Median Follower Reach

146

75th Percentile Reach

4.1%

>1K followers

0.6%

>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).

60.9%

Creators

6,088 accounts

17.7%

Consumers

1,772 accounts

21.4%

Dormant

2,140 accounts

41

Verified Followers

0.41% of total

3.7%

Professional Bios

founder, dev, analyst, etc.

0.12

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 (117) she/her (88) Canada (65) Los Angeles, CA (54) California, USA (52) Texas, USA (41) Chicago, IL (37) Australia (32) Florida, USA (31) London, England (30)

41

Verified Followers

0.41% of total

1,878

Protected Accounts

18.78% 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
@NOH8Campaign 799,055 Activism equality, bullying, discrimination
@carlyincontro 633,370 Influencer comedy, vlogs, lifestyle
@AEO 558,147 Retail Fashion Fashion, Jeans, Retail
@IamMzilikazi 550,277 Musician Pan-African music, Album, Rise
@SlimJim 512,407 Snack Influencer meat, long boi, champions
@THE_THEO_FORD 472,583 - -
@TaylorLorenz 350,689 Reporter influencer, online creator, book
@JustinWhang 309,169 YouTuber YouTube videos, Guitar, Pee and Poo
@KendallRaeOnYT 270,559 Content Creator True Crime, Paranormal, CBD
@AkilahObviously 233,076 Comedian Neopets, Media, Sundance

Top Keywords in Follower Bios

sheher (655) love (282) life (195) mom (147) lover (132) account (126) girl (114) music (111) make (102) things (93)

Top Hashtags in Follower Bios

#blacklivesmatter (31) #blm (21) #1 (12) #freepalestine (7) #actuallyautistic (6) #stopasianhate (6) #translivesmatter (5) #acab (4) #lgbtq (4) #metoo (3)

6,230

Followers With Bio

3,770

Followers Without Bio

62.3%

% With Bio

37.7%

% 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 3,241 analyzed

1,110,112

Combined Engagement

0

Total Likes

1,110,112

Total Retweets

222,022

Avg per Tweet

Key Metrics for Viral Tweets

0%

With Media

0%

With Hashtags

100%

With @Mentions

100%

With Links

Topical Analysis:

Pop Culture Humor Internet Trends Personal Reflection Social Media Engagement

Key Insights & Takeaways

She often comments on pop culture and internet trends, showing a keen interest in current events. Her tweets include personal reflections and humor, which likely contribute to her engagement. She interacts with other creators and public figures, indicating a network of connections and collaborations.

Strengths

  • + Strong engagement rates above platform average
  • + Established follower base of 103,806
  • + 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 @lily_marston reveals an well-established Twitter presence with 103,806 followers. The account demonstrates a conversation-first approach, averaging 825.1 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