Milk Bar

Milk Bar

@milkbarstore

Life of the party, cereal milk obsessed, grocery store stans 🍪🎂🍦

NYC, DC, LA, Boston, Vegas https://milkbarstore.com/ Joined 2010-10-12 Date of Analysis: Dec 16, 2025

57,299

Followers

574

Following

16,245

Tweets

18.7

Avg Engagement

835

Listed

No

Verified

Account Overview

What This Report Covers

This comprehensive analysis examines @milkbarstore'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:2010-10-12
  • Verification:No
  • Location:NYC, DC, LA, Boston, Vegas

Data Summary

  • Tweets Analyzed:3,231
  • Avg Likes per Tweet:10.6
  • Avg Retweets per Tweet:8.1
  • Followers Analyzed:50,000

Engagement Analysis

Based on 3,231 tweets

The account has an average of 1,747 likes and 178 retweets per tweet, indicating a moderately engaged audience. The content often includes collaborations and promotions, which drive interaction.

10.6

Avg Likes/Tweet

8.1

Avg Retweets/Tweet

34,183

Total Likes

26,216

Total Retweets

Engagement Quality Analysis

Median-based metrics that resist fake virality and outliers.

1

Median Likes

0

Median Retweets

5

75th Percentile

16,022

Top Tweet

0.33

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

25.5%

Original

61.6%

Replies

11.4%

Retweets

1.5%

Quotes

0.0%

Threads

0.5%

With Media

32.0%

With Links

12.0%

With #Tags

71.4%

With @Mentions

16.6%

With Emojis

107

Avg Length

Audience Reaction Profile

Conversational

Engages heavily in discussions

2.42

Reply/Original Ratio

0.14

Quote/RT Ratio

Posting Rhythm

Highly Bursty

Posts in concentrated bursts

83.3%

Weekday Posts

16.7%

Weekend Posts

Top Hashtags

#gbbo (205) #gbbs (182) #milkbarlivetweets (181) #bakesquadnetflix (22) #bakeclub (10) #tedlasso (7) #milkbar (6) #holidaylab (6) #thechefshow (4) #greatbritishbakingshow (4)

Most Mentioned

@milkbarstore (321) @christinatosi (195) @fedex (47) @postmates (30) @wholefoods (27) @bridgetgaug (24) @shakeshack (19) @mariahcarey (19) @tedlasso (19) @target (17)

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Content Strategy Analysis

Based on 3,231 tweets

Content Type Distribution

Content Breakdown

Original Tweets 823 (25%)
Replies 1,989 (62%)
Retweets 369 (11%)
Quote Tweets 50 (2%)

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 369 retweets (11% 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 3,231 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

The audience is likely food enthusiasts, fans of Milk Bar, and followers of popular brands and celebrities. They are interested in food, pop culture, and exclusive offers.

Good

Audience Quality

16.9%

Suspicion Index

19.3%

Low-Quality %

113

Median Reach

Audience Quality Signals

Lower percentages indicate healthier, more authentic followers.

30.8%

Empty Bio

13.2%

<10 Tweets

15.6%

Mass Following (>2K)

0.0%

New (<90 days)

31.3%

Low Ratio (<0.1)

0.0%

New (<180 days)

68.5%

No URL

7.8%

<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.

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Follower Reach & Influence

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

132,079,151

Total Potential Reach

113

Median Follower Reach

387

75th Percentile Reach

11.9%

>1K followers

1.9%

>10K followers

0.5%

>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).

69.6%

Creators

34,820 accounts

17.2%

Consumers

8,596 accounts

13.2%

Dormant

6,584 accounts

947

Verified Followers

1.89% of total

10.1%

Professional Bios

founder, dev, analyst, etc.

0.19

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):

New York, NY (1,093) Los Angeles, CA (596) Washington, DC (575) Brooklyn, NY (444) United States (428) NYC (402) New York (370) Chicago, IL (359) New York City (306) San Francisco, CA (281)

1,148

Verified Followers

1.96% of total

8,608

Protected Accounts

14.72% of total

11 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 14,106,051 Wrestler Wrestling, Motivation, Self-promotion
@chrissyteigen 12,882,329 - -
@GordonRamsay 7,700,836 Chef Cooking, Food, Restaurants
@foodandwine 6,965,271 Food critic Food, Wine, Upgrade
@Bourdain 6,478,958 Chef Food, Travel, Culture
@FoodNetwork 6,014,980 Culinary TV cooking, baking, streaming
@karliekloss 5,477,302 - -
@FallonTonight 4,509,824 - -
@bonappetit 3,387,951 Food influencer Recipes, Restaurants, Food
@questlove 3,378,971 Musician music, drums, food

Top Keywords in Follower Bios

food (5,003) chef (2,261) love (2,142) lover (1,810) life (1,622) music (1,212) things (1,128) mom (1,086) travel (986) sheher (978)

Top Hashtags in Follower Bios

#food (109) #blacklivesmatter (79) #blm (73) #1 (66) #nyc (56) #travel (54) #foodie (48) #resist (41) #marketing (31) #chef (27)

40,898

Followers With Bio

17,587

Followers Without Bio

69.93%

% With Bio

30.07%

% 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 3,231 analyzed

34,841

Combined Engagement

16,513

Total Likes

18,328

Total Retweets

6,968

Avg per Tweet

Key Metrics for Viral Tweets

0%

With Media

40%

With Hashtags

100%

With @Mentions

60%

With Links

Topical Analysis:

Food Entertainment Collaborations Promotions Community Engagement

Key Insights & Takeaways

The account frequently partners with popular brands and celebrities to boost engagement and reach. Content often includes promotions and exclusive offers, which attract followers and drive interaction. The use of themed hashtags and events helps create a sense of community and excitement around the brand.

Strengths

  • + Established follower base of 57,299
  • + 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 @milkbarstore reveals an growing Twitter presence with 57,299 followers. The account demonstrates a conversation-first approach, averaging 18.7 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